conversations
listlengths 3
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[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'fae58ee1-0764-4f06-9b83-2190fabe7086;'uuid is 'bd596128-87ba-4885-8849-9a2459073c7f';bid_timestamp is '2024-12-22 23:15:45';device_id is 'fae58ee1-0764-4f06-9b83-2190fabe7086';biddate is '2024-12-22';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 22.62495314744;target_cpi is 2.65482296614478;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.491525;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 184972 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.27;prior_theme_impressions_count is 10;prior_tag_clicks_count is 6 ;time_since_click is '31362781';hour is '2024-12-22 23:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '4 sessions in app 'com.Bicaku.DizzyCar', 342 ad_requests with mean bid_floor 8.7; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.muslimprayer.qiblafinder.qiblacompass', 1 ad_requests with mean bid_floor 118.6; 77 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2380 ad_requests with mean bid_floor 11.6; 2 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 4.0; 1 sessions in app 'qrcodescanner.qrcodereader.qrscanner.barcodereader', 1 ad_requests with mean bid_floor 134.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2024-12-22 23:20:11;0_timestamp is 2024-12-22 23:20:11;time_since_impression_in_hours is 51;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 8712;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.349454592127831;partition is 4013;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '27a916a1-b0a4-4ac0-bdf0-978ede9b4518;'uuid is '1c8e6c5d-211a-493f-942d-c12aaada17e4';bid_timestamp is '2025-02-07 23:10:56';device_id is '27a916a1-b0a4-4ac0-bdf0-978ede9b4518';biddate is '2025-02-07';country is 'USA';app is 'spades.solitaire.card.games.free';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 156.028640602689;target_cpi is 3;campaign is 58319;creative_id is 229286;session_duration is 2000 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 146.723403 ;min_floor is 146.723403 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 7.39;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 23:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.bagelcode.slots1', 2 ad_requests with mean bid_floor 4.2; 3 sessions in app 'com.bbumgames.spadesroyale', 37 ad_requests with mean bid_floor 16.3; 4 sessions in app 'com.blackout.bubble', 24 ad_requests with mean bid_floor 38.7; 1 sessions in app 'com.blackout.spades', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'productmadness.com' with mean price 1.1; 29 sessions in app 'com.clean.fast.launcher', 32 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.diamondlife.slots.vegas.free', 2 ad_requests with mean bid_floor 1.1; 2 sessions in app 'com.easybrain.number.puzzle.game', 107 ad_requests with mean bid_floor 51.8; 1 sessions in app 'com.fc.nut.screw.bolt.washer.fastener.puzzle', 10 ad_requests with mean bid_floor 45.0; 1 sessions in app 'com.gimica.treasuremaster', 15 ad_requests with mean bid_floor 101.2; 4 sessions in app 'com.golden.dragon.treasure', 21 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.grandcashslots.free.gp', 18 ad_requests with mean bid_floor 160.9; 1 sessions in app 'com.grandegames.slots.dafu.casino', 6 ad_requests with mean bid_floor 144.0; 1 sessions in app 'com.jackpot.fever.slots.android', 14 ad_requests with mean bid_floor 54.5; 2 sessions in app 'com.justplay.app', 14 ad_requests with mean bid_floor 31.2; 7 sessions in app 'com.king.kingdom.final', 83 ad_requests with mean bid_floor 320.9; 4 sessions in app 'com.megarama.classic.vegas', 72 ad_requests with mean bid_floor 31.6, 1 impressions of adomain 'jorisson.com' with mean price 10.6; 2 sessions in app 'com.megastudio.moneyslots', 4 ad_requests with mean bid_floor 66.8; 1 sessions in app 'com.newpubco.spades', 40 ad_requests with mean bid_floor 33.5; 1 sessions in app 'com.playvalve.dominoes', 27 ad_requests with mean bid_floor 67.5; 2 sessions in app 'com.slotslimited.goldencasino', 27 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.superluckycasino.epicjackpot.slots.vegas.android.free', 2 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.superplaystudios.dicedreams', 8 ad_requests with mean bid_floor 15.8; 3 sessions in app 'com.topultragame.slotlasvega', 12 ad_requests with mean bid_floor 14.4; 5 sessions in app 'com.unicornstudio.cashparty.slots.casino.vegas.free', 26 ad_requests with mean bid_floor 170.1; 1 sessions in app 'com.wildcard.classicspades', 30 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'cashoomoapps.info' with mean price 2.5, 1 impressions of adomain 'joinpropel.com' with mean price 0.8, 1 impressions of adomain 'mybambu.com' with mean price 1.1, 1 clicks of adomain 'numerator.com', 1 impressions of adomain 'numerator.com' with mean price 1.0, 1 impressions of adomain 'pentlyconger.com' with mean price 1.6; 2 sessions in app 'com.zynga.livepoker', 14 ad_requests with mean bid_floor 56.0; 1 sessions in app 'messenger.sms', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'mistplay', 0 ad_requests with mean bid_floor 0.0; 8 sessions in app 'net.flysher.rockncash', 37 ad_requests with mean bid_floor 163.5; 8 sessions in app 'net.peakgames.mobile.spades.android', 152 ad_requests with mean bid_floor 56.0; 21 sessions in app 'spades.solitaire.card.games.free', 228 ad_requests with mean bid_floor 111.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 23:18:27;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/spades.solitaire.card.games.free/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.657849507391657;partition is 646;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'bloom_spades.solitaire.card.games.free_USA_80' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP_5_AG_100k_01_31_2025' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_spades.solitaire.card.games.free_USA_1d' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_HIGH_PRICE_AG_100k_01_31_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_100k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_100k' 'bloom_spades.solitaire.card.games.free_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_spades.solitaire.card.games.free_USA_95' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '56f4ba85-b720-441b-b74c-44ff618adf4a;'uuid is 'a6460930-4482-4d46-88ab-3fd2ff56bf22';bid_timestamp is '2025-02-07 1:51:01';device_id is '56f4ba85-b720-441b-b74c-44ff618adf4a';biddate is '2025-02-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 61.608243266626;target_cpi is 1.2;campaign is 58205;creative_id is 229286;session_duration is 1 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 8832822 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.77;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '8832818';hour is '2025-02-07 01:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'co.aviagames.mtp.solitaire.samsung', 7 ad_requests with mean bid_floor 1.7; 5 sessions in app 'com.blackout.spades', 350 ad_requests with mean bid_floor 9.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 61.6; 1 sessions in app 'com.fiogonia.dominoes', 5 ad_requests with mean bid_floor 1.9; 61 sessions in app 'com.fiogonia.spades', 7813 ad_requests with mean bid_floor 41.9; 1 sessions in app 'com.newpubco.spades', 11 ad_requests with mean bid_floor 16.9, 1 impressions of adomain 'redbull.com' with mean price 1.3; 1 sessions in app 'com.solitaire.cards.deluxe', 4 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 8.1; 3 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 21.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 1:55:19;time_since_impression_in_hours is 2453;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 2454;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.479025043037494;partition is 3700;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_31_2025' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_80' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '427ff7fb-767d-4956-9a50-de6980ec099c;'uuid is 'b9b2eb66-6a79-4c9c-823d-6c4a7bdc2692';bid_timestamp is '2025-01-09 3:02:13';device_id is '427ff7fb-767d-4956-9a50-de6980ec099c';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 7.12027050554752;target_cpi is 0.8;campaign is 57765;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 5.681078;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 459743 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.35;prior_theme_impressions_count is 13;prior_tag_clicks_count is 7 ;time_since_click is '2463740';hour is '2025-01-09 03:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '11 sessions in app 'com.TinyBit.GameOfWords', 153 ad_requests with mean bid_floor 39.2; 7 sessions in app 'com.blackout.spades', 1193 ad_requests with mean bid_floor 27.1, 1 impressions of adomain 'att.com' with mean price 0.5, 1 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.7; 1 sessions in app 'com.bubbleshooter.pop.go.classic.puzzle.games', 23 ad_requests with mean bid_floor 57.2, 1 impressions of adomain 'amazon.com' with mean price 0.7; 2 sessions in app 'com.easybrain.art.puzzle', 81 ad_requests with mean bid_floor 8.3; 5 sessions in app 'com.gamovation.mahjongclub', 154 ad_requests with mean bid_floor 16.0, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'cyberpowersystems.com' with mean price 0.0, 1 impressions of adomain 'fulfilnutrition.com' with mean price 0.0, 1 impressions of adomain 'hardrock.com' with mean price 0.3, 1 impressions of adomain 'pricelines.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'vio.com' with mean price 0.0, 1 impressions of adomain 'waterpik.com' with mean price 0.0; 1 sessions in app 'com.lynnmobile.bubbleshooter', 124 ad_requests with mean bid_floor 97.7; 7 sessions in app 'com.mobilityware.PyramidFree', 783 ad_requests with mean bid_floor 14.0, 1 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'metabolicmaintenance.com' with mean price 7.2, 1 clicks of adomain 'mobilityware.com/spider', 6 impressions of adomain 'mobilityware.com/spider' with mean price 6.9; 11 sessions in app 'com.mobilityware.Spades', 1098 ad_requests with mean bid_floor 16.8, 1 clicks of adomain 'healthprimal.com', 4 impressions of adomain 'healthprimal.com' with mean price 4.9, 1 clicks of adomain 'lyft.com', 1 impressions of adomain 'lyft.com' with mean price 2.7, 3 clicks of adomain 'metabolicmaintenance.com', 8 impressions of adomain 'metabolicmaintenance.com' with mean price 5.6, 1 impressions of adomain 'rivian.com' with mean price 2.6, 1 impressions of adomain 'visitorlando.com' with mean price 4.1; 3 sessions in app 'com.mobilityware.solitaire', 129 ad_requests with mean bid_floor 12.0, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bk.com' with mean price 0.4; 12 sessions in app 'com.newpubco.spades', 1024 ad_requests with mean bid_floor 5.4, 1 impressions of adomain 'admile.com' with mean price 0.5, 1 impressions of adomain 'agerejuvenation.com' with mean price 1.0, 1 impressions of adomain 'airproducts.com' with mean price 0.7, 32 impressions of adomain 'amazon.com' with mean price 0.5, 3 impressions of adomain 'annies.com' with mean price 1.1, 2 impressions of adomain 'beallsflorida.com' with mean price 0.5, 1 impressions of adomain 'biocodex.com' with mean price 0.5, 2 impressions of adomain 'bushbeans.com' with mean price 0.5, 1 impressions of adomain 'catalyst.com' with mean price 0.9, 3 impressions of adomain 'celestialseasonings.com' with mean price 1.1, 1 impressions of adomain 'contac.com' with mean price 1.3, 1 impressions of adomain 'crunch.com' with mean price 1.5, 1 impressions of adomain 'csdisco.com' with mean price 1.0, 6 impressions of adomain 'dairyqueen.com' with mean price 0.6, 5 impressions of adomain 'danone.com' with mean price 0.5, 3 impressions of adomain 'dfamilk.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.5, 12 impressions of adomain 'dollargeneral.com' with mean price 0.6, 1 impressions of adomain 'dramamine.com' with mean price 1.1, 6 impressions of adomain 'elanco.com' with mean price 0.5, 2 impressions of adomain 'extclaims.com' with mean price 1.4, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.7, 1 impressions of adomain 'gardenoflife.com' with mean price 0.4, 2 impressions of adomain 'healthprimal.com' with mean price 14.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 5 impressions of adomain 'kobayashi.com' with mean price 0.9, 1 impressions of adomain 'la-z-boy.com' with mean price 0.5, 2 impressions of adomain 'landolakes.com' with mean price 0.6, 2 impressions of adomain 'mars.com' with mean price 0.5, 3 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'midflorida.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'moistureshield.com' with mean price 0.7, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'mottomortgage.com' with mean price 0.4, 1 impressions of adomain 'nclhltd.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'oatly.com' with mean price 0.7, 32 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'peppermint-lips.com' with mean price 7.5, 3 impressions of adomain 'pepsico.com' with mean price 0.5, 2 impressions of adomain 'perdue.com' with mean price 0.9, 6 impressions of adomain 'pg.com' with mean price 0.4, 1 impressions of adomain 'pinchapenny.com' with mean price 1.3, 2 impressions of adomain 'prilosecotc.com' with mean price 5.2, 1 impressions of adomain 'publix.com' with mean price 0.5, 2 impressions of adomain 'redbull.com' with mean price 0.6, 7 impressions of adomain 'samsung.com' with mean price 0.9, 1 impressions of adomain 'scooterscoffee.com' with mean price 0.6, 1 impressions of adomain 'secret.com' with mean price 0.5, 2 impressions of adomain 'tempursealy.com' with mean price 0.4, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'theconsumertransparencyproject.com' with mean price 2.4, 1 impressions of adomain 'theupsstore.com' with mean price 0.5, 7 impressions of adomain 'tropicanabrandsgroup.com' with mean price 0.5, 1 impressions of adomain 'universalorlando.com' with mean price 0.4, 3 impressions of adomain 'vaynermedia.com' with mean price 0.5, 3 impressions of adomain 'vicks.com' with mean price 0.8, 1 impressions of adomain 'vivistim.com' with mean price 0.4, 1 impressions of adomain 'wildcasino.ag' with mean price 0.5, 3 impressions of adomain 'wkkellogg.com' with mean price 0.5, 1 impressions of adomain 'youtube.com' with mean price 0.4; 3 sessions in app 'com.niuaigo.bubble.shooter', 13 ad_requests with mean bid_floor 46.0; 1 sessions in app 'com.openmygame.magicwordsearch', 14 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 8.1; 4 sessions in app 'in.playsimple.wordtrip', 230 ad_requests with mean bid_floor 25.1; 3 sessions in app 'solitaire.spider.card.free.mania', 46 ad_requests with mean bid_floor 18.3, 1 impressions of adomain 'aapstaff.com' with mean price 0.6, 1 impressions of adomain 'alliancetg.com' with mean price 0.8, 12 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'barnhartinc.com' with mean price 1.2, 1 impressions of adomain 'ccusforum.com' with mean price 0.6, 3 impressions of adomain 'cognite.com' with mean price 1.2, 1 impressions of adomain 'gardenoflife.com' with mean price 0.5, 1 impressions of adomain 'heilind.com' with mean price 1.1, 1 impressions of adomain 'howard.com' with mean price 0.7, 1 impressions of adomain 'mobilityware.com' with mean price 0.4, 1 impressions of adomain 'siemens.com' with mean price 1.1';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-13 22:08:03;dc_15roundended_before_d8_timestamp is 45668.7015740741;ag_retention_d1_timestamp is 2025-01-09 3:08:53;0_timestamp is 2025-01-09 3:08:53;time_since_impression_in_hours is 127;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 684;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.328589094985998;partition is 2976;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'aebe7cf8-3a94-460b-8fd5-e0fd62955b05;'uuid is '11c49bc3-9ed2-4e28-91c4-791f9c98403d';bid_timestamp is '2025-02-07 23:07:40';device_id is 'aebe7cf8-3a94-460b-8fd5-e0fd62955b05';biddate is '2025-02-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'fyber';raw_price is 119.826497626603;target_cpi is 4;campaign is 58266;creative_id is 229286;session_duration is 6 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'ie';bid_floor is 73.7336 ;min_floor is 73.7336 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 1327570 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.4;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '1327553';hour is '2025-02-07 23:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'com.day.day.good.nice', 3 ad_requests with mean bid_floor 3.1; 76 sessions in app 'com.globalgamejourney.plive', 500 ad_requests with mean bid_floor 35.1; 34 sessions in app 'com.metropcs.metrozone', 141 ad_requests with mean bid_floor 100.4; 1 sessions in app 'com.playvalve.spades', 1 ad_requests with mean bid_floor 4.8; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 242 ad_requests with mean bid_floor 14.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 9.8, 1 impressions of adomain 'tech.pokergaga.net' with mean price 15.7; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.8; 10 sessions in app 'com.use.specie.scratch.card', 9901 ad_requests with mean bid_floor 65.5, 1 clicks of adomain '5252slot.com', 1 impressions of adomain '5252slot.com' with mean price 2.1, 2 clicks of adomain 'candycrushsodasaga.com', 2 impressions of adomain 'candycrushsodasaga.com' with mean price 2.7, 7 clicks of adomain 'casino.draftkings.com', 9 impressions of adomain 'casino.draftkings.com' with mean price 3.8, 1 clicks of adomain 'flashrewards.co', 1 impressions of adomain 'flashrewards.co' with mean price 16.6, 2 clicks of adomain 'freecash.com', 2 impressions of adomain 'freecash.com' with mean price 2.3, 2 clicks of adomain 'lucky.fancyvaults.bonanzagame.sweetbingo.com', 2 impressions of adomain 'lucky.fancyvaults.bonanzagame.sweetbingo.com' with mean price 2.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 2.4, 1 clicks of adomain 'solo.kingdomechogame.com', 1 impressions of adomain 'solo.kingdomechogame.com' with mean price 3.2, 5 impressions of adomain 'tamyatrenduniverse.com' with mean price 6.4, 5 clicks of adomain 'tamyatrenduniverse.com', 1 impressions of adomain 'taskwilcantnew.nspectorsth.com' with mean price 5.5, 1 clicks of adomain 'taskwilcantnew.nspectorsth.com', 6 clicks of adomain 'www.taskwilcantnew.nspectorsth.com', 7 impressions of adomain 'www.taskwilcantnew.nspectorsth.com' with mean price 8.3; 1 sessions in app 'heartratemonitor.heartrate.pulse.pulseapp', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 3.1; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 3.7; 20 sessions in app 'net.peakgames.toonblast', 128 ad_requests with mean bid_floor 31.4; 2 sessions in app 'one.cryptoguru.cryptotradingacademy', 2 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-02-10 0:57:16;dc_15roundended_before_d8_timestamp is 45696.734537037;ag_retention_d1_timestamp is 2025-02-07 23:46:24;0_timestamp is 2025-02-07 23:46:24;time_since_impression_in_hours is 368;channel is 'USA/I/fyber/com.blackout.spades/False/119';time_since_click_in_hours is 369;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.336117696609685;partition is 1401;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_PRICE_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_MID_PRICE_HIGH_VAR_AG_21k_01_31_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP3_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'ce2cf7db-2b33-4d96-98ac-a83402e83f55;'uuid is '656f2cd9-787e-44b3-a85a-feae1bf2246a';bid_timestamp is '2025-02-06 18:21:42';device_id is 'ce2cf7db-2b33-4d96-98ac-a83402e83f55';biddate is '2025-02-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 51.5749799336406;target_cpi is 1.2;campaign is 58205;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 59.36;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.08;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 18:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '16 sessions in app 'com.blackout.spades', 1528 ad_requests with mean bid_floor 26.9, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 51.6; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.2; 2 sessions in app 'com.justplay.app', 11 ad_requests with mean bid_floor 19.1; 146 sessions in app 'com.metropcs.metrozone', 498 ad_requests with mean bid_floor 113.3; 1 sessions in app 'com.newpubco.spades', 34 ad_requests with mean bid_floor 21.5; 13 sessions in app 'com.playvalve.ballsort', 1628 ad_requests with mean bid_floor 89.9, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.4; 15 sessions in app 'com.playvalve.dominoes', 4770 ad_requests with mean bid_floor 112.2, 1 impressions of adomain 'intuit.com' with mean price 0.7; 9 sessions in app 'com.superplaystudios.dicedreams', 12 ad_requests with mean bid_floor 13.6; 1 sessions in app 'com.tripledot.solitaire', 24 ad_requests with mean bid_floor 14.5; 1 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 29.7; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 2.4; 3 sessions in app 'net.zedge.android', 18 ad_requests with mean bid_floor 17.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 18:26:37;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.815621900121994;partition is 1275;segments is ['bloom_com.tripledot.solitaire_USA_95' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'loppipoppi.dominoes_Android_competitors_BM_q70_65k_03_02_2025' 'bloom_com.blackout.spades_USA_1d' 'HDIP_iOS_USA_200_users_LITE' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '73643fab-6ffa-4c43-a780-93274d7193bb;'uuid is 'bdde7d23-fb39-4f37-aa30-5d065a385ea1';bid_timestamp is '2025-01-09 15:54:16';device_id is '73643fab-6ffa-4c43-a780-93274d7193bb';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 31.4077229876807;target_cpi is 4.25913516639541;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 438969 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.45;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '438963';hour is '2025-01-09 15:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.americasbestpics', 3 ad_requests with mean bid_floor 8.4; 77 sessions in app 'com.blackout.spades', 24894 ad_requests with mean bid_floor 26.7, 10 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'braftovi.com' with mean price 1.7, 1 clicks of adomain 'depend.com', 2 impressions of adomain 'doggiedailies.com' with mean price 0.5, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 2 impressions of adomain 'honest.com' with mean price 0.4, 2 impressions of adomain 'ibranc.com' with mean price 1.7, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 3 impressions of adomain 'prosourcewholesale.com' with mean price 1.2, 4 impressions of adomain 'samsung.com' with mean price 1.5, 1 impressions of adomain 'sling.com' with mean price 0.4, 1 impressions of adomain 'talzenna.com' with mean price 1.6, 1 impressions of adomain 'windcreekcasino.com' with mean price 0.4; 1 sessions in app 'com.oareapp21.activemarblelinkgame', 10 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.peoplefun.wordcross', 10 ad_requests with mean bid_floor 6.8; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 5.1; 3 sessions in app 'com.youchen.leavethebird', 293 ad_requests with mean bid_floor 13.8; 1 sessions in app 'in.playsimple.wordtrip', 13 ad_requests with mean bid_floor 9.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-09 15:57:40;time_since_impression_in_hours is 121;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 122;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.677107050007422;partition is 3507;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_CAN_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_CAN_95' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4dbd78a2-d2c7-49d2-a280-f4137c8f6e72;'uuid is '79009278-983e-485a-aad4-1d362a7d8176';bid_timestamp is '2025-01-11 22:21:13';device_id is '4dbd78a2-d2c7-49d2-a280-f4137c8f6e72';biddate is '2025-01-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 30.7298018478657;target_cpi is 2.03680299493679;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is 27.318634;third_party_bid_price is ;prior_tag_impressions_count is 29 ;time_since_impression is 35188632 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.92;prior_theme_impressions_count is 29;prior_tag_clicks_count is 4 ;time_since_click is '36393107';hour is '2025-01-11 22:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior_stats_in_past is '20 sessions in app 'com.Helium9Games.TennisArena2021', 350 ad_requests with mean bid_floor 82.0; 2 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 6 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.cyber.fox', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 3.5; 8 sessions in app 'com.magnify.sharp.sight', 782 ad_requests with mean bid_floor 31.6; 50 sessions in app 'com.metropcs.metrozone', 185 ad_requests with mean bid_floor 110.9; 1 sessions in app 'com.mobilityware.Dominoes', 19 ad_requests with mean bid_floor 17.3; 2 sessions in app 'com.neowiz.game.baseball.clash', 9 ad_requests with mean bid_floor 54.2; 14 sessions in app 'com.wildcard.classicspades', 171 ad_requests with mean bid_floor 6.2, 2 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'cangshancutlery.com' with mean price 0.5, 3 impressions of adomain 'disneyplus.com' with mean price 0.6, 2 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'justdice.io' with mean price 0.5, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.0, 2 impressions of adomain 'pbr.com' with mean price 0.6, 1 impressions of adomain 'pentlyconger.com' with mean price 0.9, 1 impressions of adomain 'truthinitiative.org' with mean price 0.5, 1 impressions of adomain 'tymlos.com' with mean price 1.0, 1 impressions of adomain 'uwmidsouth.org' with mean price 1.7; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 8.5; 1 sessions in app 'ske.arbc.we.neat', 1 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-11 22:25:42;time_since_impression_in_hours is 9774;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 10109;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.371650306415753;partition is 1196;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_10k_09_07_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp-and-appgrowth-20240907_abdoul_10k_09_07_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '00fd7b9a-8c1f-4148-90f6-bd5bd6ff8374;'uuid is '74712709-e96d-4596-b1f6-9eecae672be0';bid_timestamp is '2024-12-27 22:32:34';device_id is '00fd7b9a-8c1f-4148-90f6-bd5bd6ff8374';biddate is '2024-12-27';country is 'USA';app is 'com.big.vendetta';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '71ee91ab3c537d1ad0f7a9438868f199';display_manager is 'bidmachine';raw_price is 39.9325600088132;target_cpi is 2.99637231164341;campaign is 57724;creative_id is 222568;session_duration is 0 ;seller_name is 'TapNation MAX';seller_id is 237;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 110.24;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1.06;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-27 22:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.fcmusicplayer.app', 6 ad_requests with mean bid_floor 0.5; 6 sessions in app 'com.fivebits.slicehero', 435 ad_requests with mean bid_floor 15.5; 1 sessions in app 'com.word.madness', 1 ad_requests with mean bid_floor 7.1; 1 sessions in app 'word.search.cross.games', 80 ad_requests with mean bid_floor 37.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-27 22:42:01;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.big.vendetta/True/237';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.531615687561499;partition is 1638;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'bb0d4196-dfb9-4447-a247-ff7ec20eec80;'uuid is 'e24c583e-0e9c-4ec1-aa5b-74fe90b4d8c2';bid_timestamp is '2025-02-01 1:36:24';device_id is 'bb0d4196-dfb9-4447-a247-ff7ec20eec80';biddate is '2025-02-01';country is 'USA';app is 'com.cal.unit.conver';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 9.19000138054224;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-01 01:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '13 sessions in app 'com.cal.unit.conver', 337 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.fenomen.redhoodf2p', 9 ad_requests with mean bid_floor 32.4; 1 sessions in app 'com.newpubco.spades', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.virtual.mother.simulator.mom.game', 3 ad_requests with mean bid_floor 6.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-01 1:41:18;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.cal.unit.conver/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.367854013605082;partition is 2176;segments is ['HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '694bc965-117a-4a09-b3c8-f3ae08587fec;'uuid is '46fe28ef-1b5b-4f69-bd27-8ed493e027de';bid_timestamp is '2025-02-06 12:46:26';device_id is '694bc965-117a-4a09-b3c8-f3ae08587fec';biddate is '2025-02-06';country is 'USA';app is 'com.hsj.sort.hexaam';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 1.41570581157431;target_cpi is 5.7297101319843;campaign is 58290;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.010706 ;min_floor is 0.010706 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 2040477 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.01;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is '2040459';hour is '2025-02-06 12:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'bubble.shooter.exxtreme', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'bubbleshooter.orig', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'co.aviagames.mtp.billiards.samsung', 15 ad_requests with mean bid_floor 94.4; 1 sessions in app 'co.aviagames.mtp.solitaire.official', 2 ad_requests with mean bid_floor 0.2; 2 sessions in app 'coloring.color.number.happy.paint.art.drawing.puzzle', 6 ad_requests with mean bid_floor 7.1; 17 sessions in app 'com.AliceTile.Story.Secret.and', 3639 ad_requests with mean bid_floor 21.4, 35 impressions of adomain 'adidas.com' with mean price 0.0, 3 impressions of adomain 'ads.netapop.com' with mean price 0.3, 2 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'benjaminone.com' with mean price 0.1, 1 impressions of adomain 'bidease.com_101931' with mean price 1.2, 1 impressions of adomain 'biggergames.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.3, 6 impressions of adomain 'doordash.com' with mean price 0.4, 2 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'intuit.com' with mean price 0.4, 4 impressions of adomain 'iottechnews.com' with mean price 0.1, 2 impressions of adomain 'luckylandslots.com' with mean price 0.5, 1 impressions of adomain 'matt116.space' with mean price 0.1, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 impressions of adomain 'moneylion.com' with mean price 0.1, 1 impressions of adomain 'myshinytime.biz' with mean price 0.2, 2 impressions of adomain 'newpub.co/spades' with mean price 6.2, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'pentlyconger.com' with mean price 0.3, 9 impressions of adomain 'podcast.com' with mean price 0.0, 1 impressions of adomain 'pro.funabox.bid' with mean price 0.3, 4 impressions of adomain 'shipt.com' with mean price 0.3, 2 impressions of adomain 'softbakedapps.com' with mean price 0.7, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 6 impressions of adomain 'textnow.com' with mean price 0.3, 1 impressions of adomain 'track.offerhub.club' with mean price 0.2, 3 impressions of adomain 'welloflife.com' with mean price 8.2; 7 sessions in app 'com.Fruit.Fantasy.Master', 145 ad_requests with mean bid_floor 30.6; 6 sessions in app 'com.MoneyBingo.LuckyRewards.CashGame.BigWinner', 41 ad_requests with mean bid_floor 21.8; 6 sessions in app 'com.Screw.Itup.Challenge', 88 ad_requests with mean bid_floor 38.7; 30 sessions in app 'com.Tile.Puzzle.Matching', 2560 ad_requests with mean bid_floor 29.8, 1 impressions of adomain 'bestplay.app' with mean price 15.4, 3 impressions of adomain 'com.mpl.androidapp' with mean price 11.6, 1 clicks of adomain 'dechimstudio.com', 1 impressions of adomain 'dechimstudio.com' with mean price 18.9, 1 clicks of adomain 'doordash.com', 1 impressions of adomain 'doordash.com' with mean price 24.1, 1 impressions of adomain 'freecash.com' with mean price 9.1, 2 impressions of adomain 'legends.ninetwentygames.com' with mean price 11.4; 3 sessions in app 'com.alpha.went.roll', 67 ad_requests with mean bid_floor 5.6; 2 sessions in app 'com.animal.triples', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.art.pixel.pet.games.paint.color.by.numbers', 14 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.ball.tour.eight', 46 ad_requests with mean bid_floor 13.5; 19 sessions in app 'com.bbumgames.rummystars', 386 ad_requests with mean bid_floor 5.3, 1 clicks of adomain 'chimebank.com', 1 impressions of adomain 'chimebank.com' with mean price 19.4, 3 impressions of adomain 'freecash.com' with mean price 16.7, 1 clicks of adomain 'intuit.com', 1 impressions of adomain 'intuit.com' with mean price 12.3, 2 clicks of adomain 'scopely.com', 2 impressions of adomain 'scopely.com' with mean price 20.0, 1 clicks of adomain 'speedcash.com', 3 impressions of adomain 'speedcash.com' with mean price 10.5; 5 sessions in app 'com.bears.rain.instead.technique', 42 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.blackout.bubble', 10 ad_requests with mean bid_floor 10.7; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 13.4; 3 sessions in app 'com.boombitgames.Dartsy', 171 ad_requests with mean bid_floor 281.2; 1 sessions in app 'com.bouncegame.android.taptap', 10 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.bubblepopfrenzh.puzzlegame', 78 ad_requests with mean bid_floor 29.6; 3 sessions in app 'com.bus.escape.gg', 105 ad_requests with mean bid_floor 41.7; 8 sessions in app 'com.card.acesolitaire', 298 ad_requests with mean bid_floor 57.5; 5 sessions in app 'com.cassette.ballsgohigh', 104 ad_requests with mean bid_floor 6.1, 2 impressions of adomain 'coca-cola.com' with mean price 1.5, 1 clicks of adomain 'exmox.com', 1 impressions of adomain 'exmox.com' with mean price 25.0, 4 impressions of adomain 'myregistrationp.com' with mean price 1.3, 1 impressions of adomain 'tiktok.com' with mean price 3.8; 3 sessions in app 'com.champion.cubes', 222 ad_requests with mean bid_floor 28.6; 5 sessions in app 'com.chistmas.theme.match', 133 ad_requests with mean bid_floor 4.8; 2 sessions in app 'com.chuntian.laile.qczcar', 13 ad_requests with mean bid_floor 2.8; 2 sessions in app 'com.classic.blue.card', 26 ad_requests with mean bid_floor 2.0; 3 sessions in app 'com.czra.czyelimton', 601 ad_requests with mean bid_floor 47.2; 3 sessions in app 'com.day.day.good.nice', 218 ad_requests with mean bid_floor 37.9, 1 impressions of adomain 'newpub.co/spades' with mean price 6.9; 3 sessions in app 'com.dhjhalg.connection', 40 ad_requests with mean bid_floor 14.1; 4 sessions in app 'com.dropandstrike.fallingballsgame', 114 ad_requests with mean bid_floor 31.7; 10 sessions in app 'com.editors.directory.feeds.misc', 266 ad_requests with mean bid_floor 15.2; 7 sessions in app 'com.facility.interested.devel', 248 ad_requests with mean bid_floor 13.2; 1 sessions in app 'com.finder.homes.resident', 36 ad_requests with mean bid_floor 5.0; 5 sessions in app 'com.food1.mat8ch6', 58 ad_requests with mean bid_floor 22.7; 14 sessions in app 'com.fruitgarden.puzzle.match', 1169 ad_requests with mean bid_floor 28.5, 1 clicks of adomain 'newpub.co/dominoes', 1 impressions of adomain 'newpub.co/dominoes' with mean price 7.8, 1 impressions of adomain 'pixel.green' with mean price 25.9; 1 sessions in app 'com.fruitmatch.meloneat.fusion.coconut', 26 ad_requests with mean bid_floor 17.6; 26 sessions in app 'com.gems.block.surprise', 1822 ad_requests with mean bid_floor 49.0, 1 impressions of adomain 'king.com' with mean price 14.6, 1 clicks of adomain 'mintegral.com', 1 impressions of adomain 'mintegral.com' with mean price 28.0; 15 sessions in app 'com.gmatch3d.tgoods', 600 ad_requests with mean bid_floor 3.3; 6 sessions in app 'com.hsj.sort.hexaam', 56 ad_requests with mean bid_floor 4.9; 5 sessions in app 'com.instaqouts.merge.party.puzzle', 45 ad_requests with mean bid_floor 7.4; 4 sessions in app 'com.jackpoter.sammagic', 73 ad_requests with mean bid_floor 2.2; 38 sessions in app 'com.jelly.tile.sparkle.fun.breeze', 448 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.king.kingdom.final', 14 ad_requests with mean bid_floor 12.1; 4 sessions in app 'com.luckcard.golden.scratchrace.crescent', 77 ad_requests with mean bid_floor 12.6; 1 sessions in app 'com.lucky.lottery.card', 5 ad_requests with mean bid_floor 7.8; 17 sessions in app 'com.luckycard.scratch.jackpot.kit.symphony', 1886 ad_requests with mean bid_floor 19.5, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 9.5, 3 clicks of adomain 'playtowingames.net', 4 impressions of adomain 'playtowingames.net' with mean price 13.3; 1 sessions in app 'com.menagerie.merge.fun.avatar', 6 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 7 ad_requests with mean bid_floor 0.8; 254 sessions in app 'com.metropcs.metrozone', 1418 ad_requests with mean bid_floor 92.3; 3 sessions in app 'com.mintgames.fancyjigsaw', 17 ad_requests with mean bid_floor 5.1; 6 sessions in app 'com.mmaa.android.htjcoh', 30 ad_requests with mean bid_floor 3.1; 3 sessions in app 'com.molkk.android.wordswin', 31 ad_requests with mean bid_floor 2.9; 6 sessions in app 'com.moon.dental.whether.origin', 93 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.newpubco.spades', 87 ad_requests with mean bid_floor 20.6, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'speedcash.com' with mean price 0.4, 1 impressions of adomain 'supertreat.net' with mean price 2.4; 2 sessions in app 'com.noorgames.ballup', 32 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'littlecaesars.com' with mean price 1.5, 7 impressions of adomain 'planetoat.com' with mean price 0.9, 1 impressions of adomain 'starbucks.com' with mean price 1.4, 1 impressions of adomain 'thetradedesk.com' with mean price 1.4; 11 sessions in app 'com.ocean.database', 114 ad_requests with mean bid_floor 4.5; 18 sessions in app 'com.packadom.cansyummy', 858 ad_requests with mean bid_floor 2.0; 8 sessions in app 'com.packing.sort', 42 ad_requests with mean bid_floor 5.3; 2 sessions in app 'com.pandabingo.superwin.crystalcave.magic', 180 ad_requests with mean bid_floor 32.4; 5 sessions in app 'com.pe.bitcoinpusher', 630 ad_requests with mean bid_floor 37.9; 5 sessions in app 'com.peoplefun.wordcross', 51 ad_requests with mean bid_floor 5.8; 2 sessions in app 'com.petpal.match.puzzle.tiger.journey', 114 ad_requests with mean bid_floor 35.7; 68 sessions in app 'com.pieyel.scrabble', 839 ad_requests with mean bid_floor 6.4, 2 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'alenusa.com' with mean price 0.7, 1 impressions of adomain 'bimbobakeriesusa.com' with mean price 0.3, 1 impressions of adomain 'budlight.com' with mean price 0.6, 4 impressions of adomain 'cadillac.com' with mean price 0.0, 7 impressions of adomain 'coca-cola.com' with mean price 0.9, 2 impressions of adomain 'depend.com' with mean price 0.3, 3 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'eaglefoods.com' with mean price 0.3, 2 impressions of adomain 'goodnes.com' with mean price 0.5, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 7 impressions of adomain 'hillspet.com' with mean price 1.4, 1 impressions of adomain 'hulu.com' with mean price 0.8, 1 impressions of adomain 'instacart.com' with mean price 0.3, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'lakeviewfarms.com' with mean price 0.4, 2 impressions of adomain 'mccormick.com' with mean price 0.6, 2 impressions of adomain 'metamucil.com' with mean price 2.2, 1 impressions of adomain 'mmeri.famu.edu' with mean price 2.7, 2 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 2 impressions of adomain 'moneylion.com' with mean price 0.0, 2 impressions of adomain 'navy.com' with mean price 0.8, 3 impressions of adomain 'nestleusa.com' with mean price 0.3, 2 impressions of adomain 'oldspice.com' with mean price 0.8, 1 impressions of adomain 'pepsi.com' with mean price 0.4, 1 impressions of adomain 'pgpro.com' with mean price 0.4, 35 impressions of adomain 'planetoat.com' with mean price 0.4, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.4, 1 impressions of adomain 'priceline.com' with mean price 0.0, 4 impressions of adomain 'prilosecotc.com' with mean price 0.9, 2 impressions of adomain 'productmadness.com' with mean price 0.2, 2 impressions of adomain 'regeneron.com' with mean price 0.5, 1 impressions of adomain 'saily.com' with mean price 0.0, 1 impressions of adomain 'secret.com' with mean price 0.5, 2 impressions of adomain 'siriusxm.com' with mean price 0.0, 1 impressions of adomain 'sonnysbbq.com' with mean price 2.2, 7 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'stellaartois.com' with mean price 0.5, 1 impressions of adomain 'theratears.com' with mean price 0.8, 1 impressions of adomain 'ubykotex.com' with mean price 0.3, 1 impressions of adomain 'verizon.com' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.1, 5 impressions of adomain 'walmart.com' with mean price 0.5, 1 impressions of adomain 'www.progressivecommercial.com' with mean price 0.1; 1 sessions in app 'com.pixel.art.coloring.color.number', 38 ad_requests with mean bid_floor 29.1; 1 sessions in app 'com.playmania.matchmania.cash', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.point.elimin.yui', 28 ad_requests with mean bid_floor 3.7; 3 sessions in app 'com.princesspersia.gems', 40 ad_requests with mean bid_floor 5.4; 2 sessions in app 'com.richhan.trupmstar', 52 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.screw.puzzle.win.prize.powerful.reward', 6 ad_requests with mean bid_floor 54.8; 7 sessions in app 'com.screwpinjamloose.causal.gamekdj', 215 ad_requests with mean bid_floor 6.5, 3 impressions of adomain 'king.com' with mean price 11.3; 1 sessions in app 'com.seabed.match.magic.mystery', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.solitairedelight.joy.game', 2 ad_requests with mean bid_floor 5.2; 6 sessions in app 'com.solitairesojourn.puzzlehaven.cardflurry', 695 ad_requests with mean bid_floor 36.2; 1 sessions in app 'com.spacetimer.MoneyBounce', 10 ad_requests with mean bid_floor 13.7; 1 sessions in app 'com.tatemgames.blockking', 15 ad_requests with mean bid_floor 7.9; 2 sessions in app 'com.tetrox.bowl', 6 ad_requests with mean bid_floor 97.8; 41 sessions in app 'com.tile.mahjong.goodwin.reward.mystery', 1401 ad_requests with mean bid_floor 8.3; 16 sessions in app 'com.tonia.shelf.match.money.market.gain', 2798 ad_requests with mean bid_floor 20.5, 2 impressions of adomain 'earnwithreally.com' with mean price 5.5, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 9.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 4.1; 11 sessions in app 'com.tripledot.blackjack', 286 ad_requests with mean bid_floor 7.2; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 10.1; 8 sessions in app 'com.tripledot.woodoku', 34 ad_requests with mean bid_floor 6.7; 11 sessions in app 'com.ultimate.tournament', 408 ad_requests with mean bid_floor 37.9; 1 sessions in app 'com.up.up.study.copper', 2 ad_requests with mean bid_floor 4.8; 1 sessions in app 'com.use.specie.scratch.card', 12 ad_requests with mean bid_floor 2.7; 2 sessions in app 'com.veg8gie.adventure', 31 ad_requests with mean bid_floor 19.9; 2 sessions in app 'com.width.variable.ticket.videos', 30 ad_requests with mean bid_floor 15.6; 3 sessions in app 'com.wogic2cozer.pusher.magic', 43 ad_requests with mean bid_floor 15.9; 1 sessions in app 'com.wood.bolt.wordle.screw.nuts.puzzle', 14 ad_requests with mean bid_floor 12.1; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 10.6; 7 sessions in app 'com.worriecoaekloolkfun.haysunday', 356 ad_requests with mean bid_floor 3.1; 5 sessions in app 'com.wosbeixihene.neverendelimin', 136 ad_requests with mean bid_floor 2.5; 8 sessions in app 'gin.rummy.plus.free.online.offline.classic.card.game', 190 ad_requests with mean bid_floor 7.5, 1 clicks of adomain 'exmox.com', 2 impressions of adomain 'exmox.com' with mean price 16.8, 1 clicks of adomain 'freecash.com', 1 impressions of adomain 'freecash.com' with mean price 17.3; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 7.0; 9 sessions in app 'in.playsimple.wordtrip', 56 ad_requests with mean bid_floor 11.6; 1 sessions in app 'jigsaw.puzzle.color.master.paint.classical.hd.funny', 14 ad_requests with mean bid_floor 7.6; 18 sessions in app 'net.peakgames.mobile.spades.android', 565 ad_requests with mean bid_floor 32.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 12:49:00;time_since_impression_in_hours is 566;channel is 'USA/I/applovin/com.hsj.sort.hexaam/False/117';time_since_click_in_hours is 567;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.633138850881627;partition is 2643;segments is ['com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f88dd761-f920-4380-a894-e4f287089cbd;'uuid is 'fefdccf0-7d95-4dd3-9340-4a6d57d27c36';bid_timestamp is '2025-01-13 0:21:36';device_id is 'f88dd761-f920-4380-a894-e4f287089cbd';biddate is '2025-01-13';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 25.8343708475338;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 2000 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 13502 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.61;prior_theme_impressions_count is 11;prior_tag_clicks_count is 8 ;time_since_click is '13500';hour is '2025-01-13 00:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'ball.sort.color.sorting.puzzle.games', 24 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.PulsSoftware.WS', 4 ad_requests with mean bid_floor 47.3; 2 sessions in app 'com.afgame.app.poolball', 5 ad_requests with mean bid_floor 36.2; 4 sessions in app 'com.azgame.app.poolcity', 37 ad_requests with mean bid_floor 43.4; 1 sessions in app 'com.bitmango.go.bubblepop', 9 ad_requests with mean bid_floor 70.1; 6 sessions in app 'com.blackout.spades', 3560 ad_requests with mean bid_floor 31.1, 7 impressions of adomain 'amazon.com' with mean price 0.6, 1 clicks of adomain 'arlo.com', 2 impressions of adomain 'arlo.com' with mean price 5.8, 1 clicks of adomain 'mhitpoker.com', 1 impressions of adomain 'mhitpoker.com' with mean price 6.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'ozempic.com' with mean price 1.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 7.8, 1 impressions of adomain 'samsung.com' with mean price 0.5; 3 sessions in app 'com.block.blast.free.cube.puzzle.game', 29 ad_requests with mean bid_floor 14.8, 1 impressions of adomain 'deepthought.industries' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 clicks of adomain 'flyfoxgames.com', 1 impressions of adomain 'flyfoxgames.com' with mean price 95.9, 1 impressions of adomain 'learnings.com.cn' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 7 sessions in app 'com.block.juggle', 117 ad_requests with mean bid_floor 33.7; 1 sessions in app 'com.boombitgames.Dartsy', 13 ad_requests with mean bid_floor 506.7; 5 sessions in app 'com.brick.block.game', 68 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.egg.hunt.easter.egg.sort.ball.sort', 1 ad_requests with mean bid_floor 14.2; 1 sessions in app 'com.gameberrylabs.backgammonfriends', 2 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.hyilmaz.spades', 42 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.kiaora.dominoes', 32 ad_requests with mean bid_floor 13.0; 5 sessions in app 'com.loop.block.mania.pethereum', 119 ad_requests with mean bid_floor 7.8; 12 sessions in app 'com.mobilityware.Spades', 1068 ad_requests with mean bid_floor 17.0, 5 clicks of adomain 'bestplay.app', 5 impressions of adomain 'bestplay.app' with mean price 4.9, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 3.5, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 3.4, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 2.4; 1 sessions in app 'com.mobilityware.solitaire', 37 ad_requests with mean bid_floor 15.6; 3 sessions in app 'com.nagame.app.dicemerge', 49 ad_requests with mean bid_floor 72.9; 25 sessions in app 'com.newpubco.spades', 7234 ad_requests with mean bid_floor 18.3, 2 impressions of adomain 'allabouthae.com' with mean price 1.2, 39 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'betrivers.com' with mean price 0.2, 1 impressions of adomain 'calvinklein.us' with mean price 0.5, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'checkout51.com' with mean price 0.4, 2 impressions of adomain 'coca-cola.com' with mean price 0.5, 1 impressions of adomain 'colgate.com' with mean price 0.5, 1 impressions of adomain 'costco.com' with mean price 0.5, 3 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'detroitopera.org' with mean price 1.5, 2 impressions of adomain 'discovery.com' with mean price 0.8, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'dw.zmlycp.com' with mean price 10.1, 1 impressions of adomain 'elanco.com' with mean price 0.5, 9 impressions of adomain 'extclaims.com' with mean price 1.5, 2 impressions of adomain 'fanduel.com' with mean price 7.3, 2 impressions of adomain 'fla-keys.com' with mean price 0.5, 4 impressions of adomain 'ghci.org' with mean price 0.5, 1 impressions of adomain 'grainger.com' with mean price 0.8, 4 impressions of adomain 'haleon.com' with mean price 0.6, 1 clicks of adomain 'haleon.com', 1 clicks of adomain 'healthprimal.com', 3 impressions of adomain 'healthprimal.com' with mean price 9.1, 3 impressions of adomain 'honda.com' with mean price 0.6, 1 impressions of adomain 'humana.com' with mean price 1.1, 7 impressions of adomain 'intuit.com' with mean price 0.6, 1 impressions of adomain 'irresistiblefoods.com' with mean price 0.5, 3 impressions of adomain 'jcldoorsandwindows.com' with mean price 0.5, 3 impressions of adomain 'kelloggs.com' with mean price 0.8, 3 impressions of adomain 'la-z-boy.com' with mean price 0.5, 2 impressions of adomain 'lifenutrition.com' with mean price 5.5, 3 impressions of adomain 'michiganlottery.com' with mean price 0.4, 2 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'paramount.com' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 2 impressions of adomain 'peppermint-lips.com' with mean price 7.6, 1 impressions of adomain 'prosightfa.org' with mean price 1.2, 1 impressions of adomain 'rescuemidmichigan.org' with mean price 1.0, 9 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'shamsilaw.com' with mean price 1.4, 2 impressions of adomain 'skyrizi.com' with mean price 0.9, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.2, 3 impressions of adomain 'snuggle.com' with mean price 0.5, 1 impressions of adomain 'sokolhct.com' with mean price 0.4, 15 impressions of adomain 'solitairecash.com' with mean price 0.8, 3 impressions of adomain 'spectrum.com' with mean price 0.9, 1 impressions of adomain 'speedway.com' with mean price 0.8, 1 impressions of adomain 'tiktok.com' with mean price 1.2, 1 impressions of adomain 'tixr.com' with mean price 1.2, 1 impressions of adomain 'track.brannege.com' with mean price 0.7, 1 impressions of adomain 'ultomiris.com' with mean price 1.1, 1 impressions of adomain 'uruguaynatural.com' with mean price 2.0, 4 impressions of adomain 'waynecounty.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'wowforbusiness.com' with mean price 0.6, 2 impressions of adomain 'yoursecurenetguard.com' with mean price 0.7, 2 impressions of adomain 'youtube.com' with mean price 0.3; 20 sessions in app 'com.oakgames.linked2248.numberpuzzle', 410 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.papaya.solitairecash', 2 ad_requests with mean bid_floor 132.1; 1 sessions in app 'com.pdfviewerforandroid.pdfviewer', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 6.8; 3 sessions in app 'com.playvalve.spades', 337 ad_requests with mean bid_floor 103.6; 7 sessions in app 'com.puzzle1studio.go.bubblepoporiginpuzzlegame', 30 ad_requests with mean bid_floor 48.1; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 1 ad_requests with mean bid_floor 5.2; 84 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 15092 ad_requests with mean bid_floor 19.5; 4 sessions in app 'com.staplegames.spades', 204 ad_requests with mean bid_floor 39.7; 1 sessions in app 'com.tetrox.bowl', 3 ad_requests with mean bid_floor 50.0; 2 sessions in app 'com.tripledot.blackjack', 130 ad_requests with mean bid_floor 56.7; 9 sessions in app 'com.tripledot.blockbash', 172 ad_requests with mean bid_floor 5.0, 1 impressions of adomain '7-eleven.com' with mean price 0.6, 1 clicks of adomain 'adidas.com', 1 impressions of adomain 'adidas.com' with mean price 0.1, 7 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'barstoolsportsbook.com' with mean price 0.2, 1 impressions of adomain 'bausch.com' with mean price 0.2, 4 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'callapp.com' with mean price 0.1, 2 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.5, 1 impressions of adomain 'hungrystudio.com/blocks' with mean price 55.2, 1 clicks of adomain 'hungrystudio.com/blocks', 1 impressions of adomain 'hyundaiusa.com' with mean price 0.2, 3 impressions of adomain 'icyhot.com' with mean price 0.3, 2 impressions of adomain 'ingrezza.com' with mean price 0.5, 1 impressions of adomain 'instagram.com' with mean price 0.5, 1 impressions of adomain 'justplayapps.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'kidultlovin.com' with mean price 0.1, 1 impressions of adomain 'learnings.com.cn' with mean price 0.1, 1 impressions of adomain 'listerine.com' with mean price 0.2, 2 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'michigan.gov' with mean price 0.9, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'ocrevus.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 2 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'prilosecotc.com' with mean price 0.3, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.2, 3 impressions of adomain 'snuggle.com' with mean price 0.6, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 1 impressions of adomain 'speedway.com' with mean price 0.5, 1 impressions of adomain 'theratears.com' with mean price 0.8, 3 impressions of adomain 'wkkellogg.com' with mean price 0.3; 3 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 6.3; 2 sessions in app 'com.vitastudio.mahjong', 22 ad_requests with mean bid_floor 29.4; 2 sessions in app 'gridplus.ball.sort.colorpuz', 154 ad_requests with mean bid_floor 23.3; 6 sessions in app 'in.playsimple.wordsearch', 765 ad_requests with mean bid_floor 13.2, 1 impressions of adomain 'avalara.com' with mean price 0.0, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 2 impressions of adomain 'cash.app' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 clicks of adomain 'sskjoy.github.io', 1 impressions of adomain 'sskjoy.github.io' with mean price 28.4, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.4, 1 impressions of adomain 'trgsolutions.com' with mean price 0.3; 4 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 9.3; 3 sessions in app 'onetap.game.tictactoe', 20 ad_requests with mean bid_floor 11.4; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 8 ad_requests with mean bid_floor 3.4; 1 sessions in app 'teskin.jewels.planet', 10 ad_requests with mean bid_floor 4.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 0:26:25;time_since_impression_in_hours is 3;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 4;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.696927312216633;partition is 743;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA_dc_8EndGame_BeforeD8_abdoul_100k_07_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_and_ag_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '6d2dc9bb-8c27-4c03-8fa4-2f99fc27e5b1;'uuid is '5f7b0e3f-7c95-4ec6-95b2-093f727236fb';bid_timestamp is '2025-01-07 22:48:04';device_id is '6d2dc9bb-8c27-4c03-8fa4-2f99fc27e5b1';biddate is '2025-01-07';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 28.1172568384832;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 26.5;placement_historical_value is 41.004333;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 442450 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.18;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '4231881';hour is '2025-01-07 22:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.QuietFire.StackFallHit2', 9 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 12 ad_requests with mean bid_floor 10.9; 43 sessions in app 'com.gamovation.mahjongclub', 1458 ad_requests with mean bid_floor 15.0, 37 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'archwellhealth.com' with mean price 0.6, 1 impressions of adomain 'bestbuy.com' with mean price 0.4, 5 impressions of adomain 'carolina.com' with mean price 0.3, 5 impressions of adomain 'caromonthealth.org' with mean price 0.4, 2 impressions of adomain 'consumertestconnect.com' with mean price 35.0, 8 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'dasher.doordash.com' with mean price 1.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'doctorscare.com' with mean price 1.3, 1 impressions of adomain 'dominos.com' with mean price 0.7, 1 impressions of adomain 'drpepper.com' with mean price 0.2, 1 impressions of adomain 'example.com' with mean price 0.3, 1 impressions of adomain 'fahw.com' with mean price 0.7, 1 impressions of adomain 'freestylelibre.us' with mean price 0.0, 1 impressions of adomain 'getwavetune.com' with mean price 0.3, 1 impressions of adomain 'globalrescue.com' with mean price 0.8, 1 impressions of adomain 'google.com' with mean price 0.5, 1 impressions of adomain 'grainger.com' with mean price 0.8, 4 impressions of adomain 'haleon.com' with mean price 0.4, 8 impressions of adomain 'hhs.gov' with mean price 0.4, 1 impressions of adomain 'kohls.com' with mean price 0.5, 1 impressions of adomain 'mars.com' with mean price 0.1, 1 impressions of adomain 'mavis.com' with mean price 0.3, 3 impressions of adomain 'novanthealth.org' with mean price 0.4, 4 impressions of adomain 'nurtec.com' with mean price 1.7, 2 impressions of adomain 'oldtimefarmsupplyinc.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'peak.bank' with mean price 0.7, 1 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'post.edu' with mean price 0.5, 1 impressions of adomain 'progressivecommercial.com' with mean price 1.3, 1 impressions of adomain 'rinchem.com' with mean price 0.3, 6 impressions of adomain 'rocketmortgage.com' with mean price 0.6, 2 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sanofi.com' with mean price 0.5, 1 impressions of adomain 'schneiderjobs.com' with mean price 0.4, 1 impressions of adomain 'sixflags.com' with mean price 0.5, 4 impressions of adomain 'sleepnumber.com' with mean price 0.3, 2 impressions of adomain 'temptationstreats.com' with mean price 0.9, 13 impressions of adomain 'titosvodka.com' with mean price 0.5, 1 impressions of adomain 'unitedcenter.com' with mean price 0.3, 3 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'walmart.com' with mean price 0.2, 2 impressions of adomain 'www.learnings.ai' with mean price 0.1, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 5 sessions in app 'com.newpubco.spades', 152 ad_requests with mean bid_floor 11.0, 1 impressions of adomain '1000bulbs.com' with mean price 12.7, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.7, 4 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'goodnes.com' with mean price 1.1, 3 impressions of adomain 'kao.com' with mean price 0.7, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 15.9, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'sanofi.com' with mean price 0.5; 2 sessions in app 'com.newreading.goodreels', 30 ad_requests with mean bid_floor 14.7, 2 clicks of adomain 'financebuzz.com', 2 impressions of adomain 'financebuzz.com' with mean price 171.2; 46 sessions in app 'com.radio.pocketfm', 940 ad_requests with mean bid_floor 14.8, 1 impressions of adomain 'mdmexclusives.com' with mean price 26.7; 2 sessions in app 'com.rapid.short.tv', 4 ad_requests with mean bid_floor 23.2; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 4.9; 4 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 58 ad_requests with mean bid_floor 6.0; 27 sessions in app 'com.storymatrix.drama', 221 ad_requests with mean bid_floor 46.8; 1 sessions in app 'com.vitastudio.mahjong', 0 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.wildcard.spadespop', 83 ad_requests with mean bid_floor 6.5; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 53.8; 9 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 170 ad_requests with mean bid_floor 3.9, 14 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'afcurgentcare.com' with mean price 0.1, 13 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bidease.com_101931' with mean price 0.2, 1 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'fiogonia.com' with mean price 0.0, 1 impressions of adomain 'grainger.com' with mean price 0.7, 1 impressions of adomain 'gurunetwork.com' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'inspiredsquare.com' with mean price 0.0, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'justdice.io' with mean price 0.0, 2 impressions of adomain 'montroseeyecarehtx.com' with mean price 0.0, 3 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'progressivecommercial.com' with mean price 0.6, 5 impressions of adomain 'roomstogo.com' with mean price 2.9, 1 impressions of adomain 'russellstover.com' with mean price 0.5, 2 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'vacasa.com' with mean price 0.5, 2 impressions of adomain 'zephyrmobile.com' with mean price 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-08 12:03:03;time_since_impression_in_hours is 122;channel is 'USA/V/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 1176;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.779022387785676;partition is 743;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'explore' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'dcface1f-65b2-40f9-b8de-658b2f083917;'uuid is 'f215efef-a6a3-4adc-ab76-a4e9b698c9d0';bid_timestamp is '2025-01-16 2:38:29';device_id is 'dcface1f-65b2-40f9-b8de-658b2f083917';biddate is '2025-01-16';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 21.41600682387;target_cpi is 0.943272705831585;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 258355 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.74;prior_theme_impressions_count is 5;prior_tag_clicks_count is 9 ;time_since_click is '258330';hour is '2025-01-16 02:00:00+00:00';day_of_week is '3';os_version is 10;user_behavior_stats_in_past is '2 sessions in app 'com.blackout.spades', 197 ad_requests with mean bid_floor 32.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 21.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.3; 1 sessions in app 'com.newpubco.spades', 17 ad_requests with mean bid_floor 6.1, 1 impressions of adomain 'att.com' with mean price 0.7, 1 impressions of adomain 'olay.com' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.7; 2 sessions in app 'com.vitastudio.solitaire', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'solitaire.patience.card.games.klondike.free', 56 ad_requests with mean bid_floor 13.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-17 20:41:04;time_since_impression_in_hours is 71;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 72;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.434675165877951;partition is 946;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'bloom_com.blackout.spades_CAN_1d' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'bloom_com.blackout.spades_CAN_7d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '22a7f6bd-9e08-4e66-aa5b-6539bd4957c3;'uuid is '5f36fe91-227a-441a-8faa-16770fb9082c';bid_timestamp is '2024-12-23 12:38:49';device_id is '22a7f6bd-9e08-4e66-aa5b-6539bd4957c3';biddate is '2024-12-23';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 32.2880512062621;target_cpi is 3.58323175485383;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 53.898305;placement_historical_value is 30.701274;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 123034 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.88;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is '123022';hour is '2024-12-23 12:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '3 sessions in app 'com.ad.cargame.fly', 76 ad_requests with mean bid_floor 11.4; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 5.9; 20 sessions in app 'com.rope.untie.tangle.master', 72 ad_requests with mean bid_floor 17.7; 111 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3133 ad_requests with mean bid_floor 13.5, 1 impressions of adomain 'healthprimal.com' with mean price 11.4, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 7.8, 1 clicks of adomain 'snapchat.com', 2 impressions of adomain 'snapchat.com' with mean price 5.9, 1 impressions of adomain 'tiktok.com' with mean price 3.3, 1 impressions of adomain 'welloflife.com' with mean price 10.2; 44 sessions in app 'in.playsimple.tripcross', 4744 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'alen.com' with mean price 0.4, 1 impressions of adomain 'brown-forman.com' with mean price 0.7, 1 impressions of adomain 'budlight.com' with mean price 0.2, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.3, 3 impressions of adomain 'costco.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'greasemonkeyauto.com' with mean price 0.3, 2 impressions of adomain 'healthprimal.com' with mean price 12.0, 1 impressions of adomain 'intuit.com' with mean price 0.7, 1 impressions of adomain 'ordercoldstone.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'vrbo.com' with mean price 0.2; 1 sessions in app 'in.playsimple.wordtrip', 13 ad_requests with mean bid_floor 16.8; 45 sessions in app 'net.peakgames.toonblast', 1112 ad_requests with mean bid_floor 15.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-23 12:44:33;time_since_impression_in_hours is 34;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 34;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.564366711814424;partition is 574;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '9d804bb2-4fb2-4227-9aa4-5844974c1b93;'uuid is '030fa610-570b-43bf-aa43-0bd6f6d5f4bd';bid_timestamp is '2025-01-09 23:31:02';device_id is '9d804bb2-4fb2-4227-9aa4-5844974c1b93';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 17.4663561300232;target_cpi is 2.29210755629698;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 6.784;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 104717 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.82;prior_theme_impressions_count is 6;prior_tag_clicks_count is 6 ;time_since_click is '104715';hour is '2025-01-09 23:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior_stats_in_past is '37 sessions in app 'com.blackout.spades', 14081 ad_requests with mean bid_floor 26.6, 1 impressions of adomain 'adbry.com' with mean price 1.0, 3 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'baleaf.com' with mean price 0.4, 1 impressions of adomain 'dialsoap.com' with mean price 0.8, 2 impressions of adomain 'gundrymd.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'resideo.com' with mean price 0.2, 1 impressions of adomain 'roomstogo.com' with mean price 0.6, 1 impressions of adomain 'solaray.com' with mean price 0.2, 1 impressions of adomain 'travelwisconsin.com' with mean price 0.6; 38 sessions in app 'com.crypt.gram.puzz', 1939 ad_requests with mean bid_floor 9.8, 1 impressions of adomain 'accessiblemeds.org' with mean price 8.1, 54 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'ascendleadership.org' with mean price 0.4, 1 impressions of adomain 'briefbox.me' with mean price 7.9, 1 impressions of adomain 'carolina.com' with mean price 0.1, 7 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'freedom.press' with mean price 0.4, 1 impressions of adomain 'imako.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 2 impressions of adomain 'mackenzie.br' with mean price 0.3, 1 impressions of adomain 'matchmakingcompany.com' with mean price 0.3, 1 impressions of adomain 'microsoft.com' with mean price 0.4, 1 impressions of adomain 'mindspringhealth.org' with mean price 24.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 5 impressions of adomain 'officedepot.com' with mean price 0.1, 1 impressions of adomain 'opalescence.com' with mean price 0.2, 1 impressions of adomain 'petco.com' with mean price 0.4, 2 impressions of adomain 'quiktrip.com' with mean price 0.2, 1 impressions of adomain 'rosalindfranklin.edu' with mean price 0.7, 1 impressions of adomain 'sas.com' with mean price 0.3, 2 impressions of adomain 'shoppersvoice.com' with mean price 0.2, 1 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.5, 1 impressions of adomain 'toastmasters.org' with mean price 0.4, 1 impressions of adomain 'umgc.edu' with mean price 0.3, 1 impressions of adomain 'unionstudioarch.com' with mean price 0.0, 1 impressions of adomain 'uspsolutions.at' with mean price 6.6; 45 sessions in app 'com.draw.one.line', 1274 ad_requests with mean bid_floor 27.3, 4 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'cp-rewards.com' with mean price 0.2, 1 impressions of adomain 'florastor.com' with mean price 0.2, 1 impressions of adomain 'loopnet.com' with mean price 0.2, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 1.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 10 impressions of adomain 'roomstogo.com' with mean price 1.4; 132 sessions in app 'com.fiogonia.dominoes', 66873 ad_requests with mean bid_floor 39.5; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 7.2; 1 sessions in app 'com.funlab.sandballs', 50 ad_requests with mean bid_floor 28.6; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.sharlocation.friend.family', 1 ad_requests with mean bid_floor 5.2; 38 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2325 ad_requests with mean bid_floor 9.6; 2 sessions in app 'com.tripledot.solitaire', 9 ad_requests with mean bid_floor 3.7; 2 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 7.1; 39 sessions in app 'com.zm.crossmath', 3281 ad_requests with mean bid_floor 10.1, 1 impressions of adomain 'adidas.com' with mean price 0.1, 16 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'entravision.com' with mean price 0.1, 3 impressions of adomain 'ezmelts.com' with mean price 0.2, 4 impressions of adomain 'florastor.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.1, 1 impressions of adomain 'honest.com' with mean price 0.1, 3 impressions of adomain 'lavazza.com' with mean price 0.2, 5 impressions of adomain 'loopnet.com' with mean price 0.2, 1 impressions of adomain 'nplincolndominion.com' with mean price 0.1, 2 impressions of adomain 'progressive.com' with mean price 0.2, 2 impressions of adomain 'roomstogo.com' with mean price 1.1, 1 impressions of adomain 'sanofi.com' with mean price 0.2, 1 impressions of adomain 'ubykotex.com' with mean price 0.2, 1 impressions of adomain 'vytalogy.com' with mean price 0.2; 3 sessions in app 'in.playsimple.tripcross', 7 ad_requests with mean bid_floor 7.1; 6 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 15.4; 46 sessions in app 'kidultlovin.word.zen', 3756 ad_requests with mean bid_floor 51.7, 14 impressions of adomain 'amazon.com' with mean price 0.4, 4 impressions of adomain 'aspercreme.com' with mean price 0.4, 1 impressions of adomain 'audible.com' with mean price 0.4, 4 impressions of adomain 'creativenoggin.com' with mean price 0.8, 1 impressions of adomain 'ecarone.com' with mean price 0.3, 1 impressions of adomain 'florastor.com' with mean price 0.4, 2 impressions of adomain 'furniturerow.com' with mean price 1.1, 2 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'heb.com' with mean price 0.2, 4 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'olly.com' with mean price 0.4, 1 impressions of adomain 'premierchevyofseaside.com' with mean price 0.2, 1 impressions of adomain 'ramjackopportunity.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.2, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 1.2, 1 impressions of adomain 'sovereignsilver.com' with mean price 0.3, 1 impressions of adomain 'temu.com' with mean price 11.7, 2 impressions of adomain 'toyota.com' with mean price 0.6, 2 impressions of adomain 'zeusinc.com' with mean price 0.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-09 23:34:13;time_since_impression_in_hours is 29;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 29;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0636553197109424;partition is 2648;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '32bd384b-3b5e-439a-b60d-d9c7010f8c2a;'uuid is '4e79c325-3341-4f5e-b1cf-eb2c35eb9091';bid_timestamp is '2025-01-10 4:34:20';device_id is '32bd384b-3b5e-439a-b60d-d9c7010f8c2a';biddate is '2025-01-10';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 43.0799358355947;target_cpi is 2.08533271669172;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.21 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.898305;placement_historical_value is ;third_party_bid_price is 0.21;prior_tag_impressions_count is 5 ;time_since_impression is 88840 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.52;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is '88927';hour is '2025-01-10 04:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 6 ad_requests with mean bid_floor 12.8; 32 sessions in app 'com.global.xxsx.google', 562 ad_requests with mean bid_floor 65.8; 546 sessions in app 'com.metropcs.metrozone', 2893 ad_requests with mean bid_floor 99.9; 1 sessions in app 'com.newpubco.spades', 63 ad_requests with mean bid_floor 6.4, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'jorisson.com' with mean price 0.5, 1 impressions of adomain 'pandora.com' with mean price 0.2, 1 impressions of adomain 'proof-advertising.com' with mean price 0.3; 1 sessions in app 'com.playvalve.dominoes', 30 ad_requests with mean bid_floor 65.4; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 7.8; 23 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 659 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'audible.com' with mean price 1.1, 8 clicks of adomain 'chime.com', 10 impressions of adomain 'chime.com' with mean price 6.5, 1 impressions of adomain 'com.quiz.talent.machine' with mean price 4.9, 5 impressions of adomain 'jorisson.com' with mean price 1.4, 4 clicks of adomain 'productmadness.com', 6 impressions of adomain 'productmadness.com' with mean price 6.3';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2025-01-11 19:15:30;dc_15roundended_before_d8_timestamp is 45668.7015856481;ag_retention_d1_timestamp is 2025-01-10 4:39:39;0_timestamp is 2025-01-10 4:39:39;time_since_impression_in_hours is 24;channel is 'USA/I/applovin/spades.classic.card.free.online.offline.multiplayer/False/117';time_since_click_in_hours is 25;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.962388990592686;partition is 3555;segments is 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'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_20)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_100k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'and.brainworks.nummatch_Android_CPI(install)_abdoul_V4_MMP_100k_10_21_2024' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPA(purchase)_abdoul_V4_MMP_100k_21_10_2024' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '947e5fc7-fe3b-4c10-b8c1-56228272dc13;'uuid is 'e34c6b42-58dd-408e-a090-c0cf99ea2228';bid_timestamp is '2025-01-29 15:25:13';device_id is '947e5fc7-fe3b-4c10-b8c1-56228272dc13';biddate is '2025-01-29';country is 'USA';app is 'com.enflick.android.TextNow';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'applovin';raw_price is 75.7075393382955;target_cpi is 2;campaign is 58197;creative_id is 229453;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 44.024441 ;min_floor is 44.024441 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 3.76;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-29 15:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.callapp.contacts', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 8.1, 1 impressions of adomain 'truecaller.com' with mean price 11.6; 5 sessions in app 'com.diamondlife.slots.vegas.free', 12 ad_requests with mean bid_floor 1.4; 65 sessions in app 'com.enflick.android.TextNow', 102 ad_requests with mean bid_floor 44.0; 9 sessions in app 'com.gamepie.airpolice', 243 ad_requests with mean bid_floor 103.3; 3 sessions in app 'com.horus.sky.defense', 25 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.mathquestions.brainchallenge', 48 ad_requests with mean bid_floor 16.4; 1 sessions in app 'com.mmcallsapp.dingcall.android', 3 ad_requests with mean bid_floor 91.3; 1 sessions in app 'com.mmcallsapp.truecall.android', 2 ad_requests with mean bid_floor 77.2; 1 sessions in app 'com.myyearbook.m', 5 ad_requests with mean bid_floor 28.0; 2 sessions in app 'com.newpubco.spades', 66 ad_requests with mean bid_floor 19.2; 9 sessions in app 'com.oceansea.shelfclear.fishy.frenzy.tornado', 154 ad_requests with mean bid_floor 26.1; 3 sessions in app 'com.rescue.agent', 9 ad_requests with mean bid_floor 61.0; 1 sessions in app 'com.solitaire.card', 10 ad_requests with mean bid_floor 15.5; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 9.9; 15 sessions in app 'com.wildcard.spades', 196 ad_requests with mean bid_floor 6.3, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bumble.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'paramount.com' with mean price 2.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 3.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-30 3:28:12;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.enflick.android.TextNow/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.290028331296177;partition is 3688;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI(install)_abdoul_V4_MMP_100k_10_21_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V4_500k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'explore' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd3447397-2752-4169-821c-fc60241c6f0a;'uuid is '8b5674d5-9457-40c0-99bb-5a68f0e36317';bid_timestamp is '2025-01-16 5:58:15';device_id is 'd3447397-2752-4169-821c-fc60241c6f0a';biddate is '2025-01-16';country is 'USA';app is 'loppipoppi.ginrummy';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 5.08969;target_cpi is 0.91349790930159;campaign is 57661;creative_id is 229286;session_duration is 409 ;seller_name is 'Appodeal SSP';seller_id is 1;content_type is 'ie';bid_floor is 5.07969 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 18 ;time_since_impression is 31858791 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.31;prior_theme_impressions_count is 18;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-16 05:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.RGR.RollingGravityRealm', 168 ad_requests with mean bid_floor 19.0; 7 sessions in app 'com.intentsoftware.android.yatzylite', 14 ad_requests with mean bid_floor 39.3; 1 sessions in app 'com.linkdesks.bubblegames.bubbleshooter', 1 ad_requests with mean bid_floor 12.0; 7 sessions in app 'com.littleengine.wordpal', 968 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'cantactix.com' with mean price 0.9, 1 impressions of adomain 'charge-it-now.com' with mean price 1.2, 2 impressions of adomain 'costco.com' with mean price 0.1, 1 impressions of adomain 'd.comenity.net' with mean price 0.0, 6 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'freestylelibre.us' with mean price 0.0, 2 impressions of adomain 'goblusky.com' with mean price 0.5, 1 impressions of adomain 'harckc.org' with mean price 1.2, 2 impressions of adomain 'insurancerecruitingsolutions.com' with mean price 1.0, 2 impressions of adomain 'kohls.com' with mean price 0.2, 1 impressions of adomain 'lestradefs.com' with mean price 0.5, 1 impressions of adomain 'linkedin.com' with mean price 0.3, 3 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'nm.org' with mean price 0.8, 2 impressions of adomain 'onceuponachild.com' with mean price 1.2, 1 impressions of adomain 'ontariocreates.ca' with mean price 0.2, 2 impressions of adomain 'pacificresiliencegroup.com' with mean price 0.7, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 2 impressions of adomain 'recruitcrm.co' with mean price 0.8, 2 impressions of adomain 'siemens.com' with mean price 1.6, 1 impressions of adomain 'sparinc.com' with mean price 1.9, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'steeprockcapital.com' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'thebrandtechgroup.com' with mean price 0.8, 1 impressions of adomain 'uber.com' with mean price 0.0, 1 impressions of adomain 'vistageflorida.com' with mean price 1.0, 1 impressions of adomain 'youtube.com' with mean price 0.1; 2 sessions in app 'com.newpubco.spades', 111 ad_requests with mean bid_floor 9.6, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'coca-cola.com' with mean price 0.3, 1 impressions of adomain 'greendragon.com' with mean price 0.6, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'kohls.com' with mean price 0.6, 1 impressions of adomain 'luckylandslots.com' with mean price 0.7, 1 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'weightwatchers.com' with mean price 0.5; 4 sessions in app 'com.northskygames.Canasta', 21 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.wordsalad.app', 40 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 8.0; 5 sessions in app 'loppipoppi.ginrummy', 2213 ad_requests with mean bid_floor 17.4, 1 impressions of adomain 'albertsons.com' with mean price 0.2, 19 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 1 impressions of adomain 'boo.world' with mean price 0.1, 1 impressions of adomain 'cha.com' with mean price 0.5, 1 clicks of adomain 'chime.com', 2 impressions of adomain 'chime.com' with mean price 7.5, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.1, 1 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 0.1, 1 impressions of adomain 'commonspirit.org' with mean price 0.3, 2 impressions of adomain 'dramabox.com' with mean price 0.1, 1 impressions of adomain 'ediblearrangements.com' with mean price 0.1, 1 impressions of adomain 'espnbet.com' with mean price 0.1, 2 impressions of adomain 'haleon.com' with mean price 0.1, 2 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 3 impressions of adomain 'kismia.com' with mean price 0.1, 1 impressions of adomain 'marriott.com' with mean price 0.1, 1 impressions of adomain 'newpub.co/spades' with mean price 5.1, 1 clicks of adomain 'newpub.co/spades', 7 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 4 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'sculptnation.com' with mean price 0.3, 2 impressions of adomain 'self.inc' with mean price 0.1, 4 impressions of adomain 'smithfieldfoods.com' with mean price 1.5, 1 impressions of adomain 'smuckers.com' with mean price 0.1, 3 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1; 19 sessions in app 'net.peakgames.mobile.spades.android', 706 ad_requests with mean bid_floor 30.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-16 6:00:54;time_since_impression_in_hours is 8849;channel is 'USA/I/bidmachine/loppipoppi.ginrummy/False/1';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.810733297853824;partition is 1390;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f826c18d-8c5d-406e-a4fc-3567001e7be2;'uuid is '61814b02-e70b-452a-97f9-fedd1e4d51d9';bid_timestamp is '2025-01-02 4:48:47';device_id is 'f826c18d-8c5d-406e-a4fc-3567001e7be2';biddate is '2025-01-02';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 19.3760315115011;target_cpi is 3.47734515668835;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 8.9888 ;min_floor is ;bidmachine_placement_value is 25;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 448298 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.58999999999999;prior_theme_impressions_count is 7;prior_tag_clicks_count is 11 ;time_since_click is '448293';hour is '2025-01-02 04:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'amen.blessed.app', 3 ad_requests with mean bid_floor 74.6; 2 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 109 ad_requests with mean bid_floor 17.1, 10 impressions of adomain 'walmart.com' with mean price 2.2; 10 sessions in app 'com.WhatWapp.Backgammon.Multiplayer', 53 ad_requests with mean bid_floor 48.4; 6 sessions in app 'com.bagelcode.slots1', 8 ad_requests with mean bid_floor 7.3; 3 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 17 ad_requests with mean bid_floor 7.6; 1 sessions in app 'com.ezt.pdfreader.pdfviewer', 1 ad_requests with mean bid_floor 5.0; 3 sessions in app 'com.fatix.fatixpro', 14 ad_requests with mean bid_floor 24.5; 1 sessions in app 'com.hiit.home.workout.men.jian048lite', 2 ad_requests with mean bid_floor 0.0; 198 sessions in app 'com.loseweight.seven.minute.workout', 1631 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.mathbrain.sudoku', 10 ad_requests with mean bid_floor 6.6; 30 sessions in app 'com.mobilityware.CrazyEights', 1086 ad_requests with mean bid_floor 42.7, 3 impressions of adomain 'amazon.com' with mean price 0.4, 6 impressions of adomain 'audible.com' with mean price 0.7, 4 impressions of adomain 'discovery.com' with mean price 0.5, 11 impressions of adomain 'dollargeneral.com' with mean price 0.4, 1 impressions of adomain 'floridashistoriccoast.com' with mean price 2.0, 1 impressions of adomain 'josbank.com' with mean price 0.3, 2 impressions of adomain 'mattel163.com' with mean price 0.3, 1 impressions of adomain 'metamucil.com' with mean price 0.9, 1 impressions of adomain 'osphena.com' with mean price 0.7, 2 impressions of adomain 'pinchapenny.com' with mean price 1.0, 1 impressions of adomain 'pluto.tv' with mean price 0.4, 6 impressions of adomain 'productmadness.com' with mean price 15.0, 3 clicks of adomain 'productmadness.com', 1 impressions of adomain 'rovio.com' with mean price 0.1, 2 impressions of adomain 'scopely.com' with mean price 0.2, 1 clicks of adomain 'tech.pokergaga.net', 1 impressions of adomain 'tech.pokergaga.net' with mean price 17.0, 1 impressions of adomain 'wawa.com' with mean price 0.1; 19 sessions in app 'com.mobilityware.GinRummySolitaire', 700 ad_requests with mean bid_floor 28.5, 1 clicks of adomain 'bbumgames.com', 1 impressions of adomain 'bbumgames.com' with mean price 11.5, 1 impressions of adomain 'bidease.com_101931' with mean price 0.3, 1 impressions of adomain 'dollargeneral.com' with mean price 0.5, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'floridashistoriccoast.com' with mean price 2.0, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 clicks of adomain 'mintegral.com', 1 impressions of adomain 'mintegral.com' with mean price 9.2, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 3 impressions of adomain 'progressive.com' with mean price 0.7, 1 clicks of adomain 'termsfeed.com', 1 impressions of adomain 'termsfeed.com' with mean price 8.8, 1 impressions of adomain 'tiktok.com' with mean price 1.4; 1 sessions in app 'com.mobilityware.solitaire', 51 ad_requests with mean bid_floor 19.0, 1 impressions of adomain 'bk.com' with mean price 0.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 14.3; 19 sessions in app 'com.olleyo.piggy.king.free', 58 ad_requests with mean bid_floor 2.3; 4 sessions in app 'com.playvalve.dominoes', 425 ad_requests with mean bid_floor 113.9; 20 sessions in app 'com.playvalve.spades', 1015 ad_requests with mean bid_floor 110.1, 3 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'bp.com' with mean price 3.2, 3 impressions of adomain 'nutramaxlabs.com' with mean price 0.8, 1 impressions of adomain 'suitsoutlets.com' with mean price 1.5, 1 impressions of adomain 'wbd.com' with mean price 0.8; 18 sessions in app 'com.tripledot.blockbash', 187 ad_requests with mean bid_floor 7.3, 5 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'aspercreme.com' with mean price 0.5, 2 impressions of adomain 'hulu.com' with mean price 0.6, 1 impressions of adomain 'icyhot.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'metamucil.com' with mean price 0.7, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'osphena.com' with mean price 0.7, 1 impressions of adomain 'pg.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'stellaartois.com' with mean price 0.5, 1 impressions of adomain 'subaru.com' with mean price 0.3; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 2.5; 2 sessions in app 'com.tunecho.music', 8 ad_requests with mean bid_floor 6.2; 9 sessions in app 'com.wildcard.classicspades', 170 ad_requests with mean bid_floor 7.1, 10 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bluenile.com' with mean price 0.2, 4 impressions of adomain 'discovery.com' with mean price 0.5, 1 impressions of adomain 'experian.com' with mean price 0.3, 2 impressions of adomain 'freshexpress.com' with mean price 0.6, 2 impressions of adomain 'goya.com' with mean price 0.4, 2 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'hillspet.com' with mean price 0.4, 19 impressions of adomain 'josbank.com' with mean price 9.0, 1 impressions of adomain 'meetme.com' with mean price 0.3, 1 impressions of adomain 'mobilityware.com' with mean price 0.5, 1 impressions of adomain 'nissanusa.com' with mean price 0.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 6 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.4, 1 impressions of adomain 'paulfredrick.com' with mean price 0.3, 2 impressions of adomain 'pinchapenny.com' with mean price 0.9, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'spotpet.com' with mean price 0.4, 5 impressions of adomain 'suitsoutlets.com' with mean price 0.6; 10 sessions in app 'com.wonderpeople.megahitpoker.global', 34 ad_requests with mean bid_floor 108.8; 5 sessions in app 'com.yatzy.blitz.dice.roll.game', 74 ad_requests with mean bid_floor 2.5; 14 sessions in app 'com.zcmxd.pokergaga', 17 ad_requests with mean bid_floor 96.1; 122 sessions in app 'com.zuma.deluxe.marble.puzzle', 1674 ad_requests with mean bid_floor 1.6, 31 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'aveeno.com' with mean price 0.3, 1 impressions of adomain 'bjs.com' with mean price 0.2, 2 impressions of adomain 'cheerios.com' with mean price 0.5, 17 impressions of adomain 'discovery.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'dreamlandamusements.com' with mean price 0.3, 3 impressions of adomain 'hopkinsmedicine.org' with mean price 1.8, 2 impressions of adomain 'hyundaiusa.com' with mean price 0.4, 4 impressions of adomain 'josbank.com' with mean price 58.9, 1 impressions of adomain 'kelloggs.com' with mean price 1.1, 1 impressions of adomain 'lung.org' with mean price 2.5, 2 impressions of adomain 'mikmak.tv' with mean price 1.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'pcmtrials.com' with mean price 0.4, 4 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'santanderus.com' with mean price 0.4, 2 impressions of adomain 'wkkellogg.com' with mean price 0.3; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'in.playsimple.wordtrip', 42 ad_requests with mean bid_floor 14.1; 108 sessions in app 'net.happywit.piratelife', 254 ad_requests with mean bid_floor 5.8; 40 sessions in app 'net.peakgames.toonblast', 150 ad_requests with mean bid_floor 23.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 5:29:52;time_since_impression_in_hours is 124;channel is 'USA/I/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 125;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.693212015883678;partition is 3496;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_all_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_all_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.partyup.blockjam_Android_CPA(purchase)_abdoul_V5_Appgrowth_New_100k_12_14_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'easy.sudoku.puzzle.solver.free_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '3edfce41-b1dc-4974-bed4-faec0cf29506;'uuid is '13c6062b-8492-4720-a36c-dbd34e0606a4';bid_timestamp is '2025-02-10 15:38:52';device_id is '3edfce41-b1dc-4974-bed4-faec0cf29506';biddate is '2025-02-10';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 19.474096433247;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 13 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 9.494132;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 2767648 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.93;prior_theme_impressions_count is 8;prior_tag_clicks_count is 7 ;time_since_click is '4498912';hour is '2025-02-10 15:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '156 sessions in app 'com.blackout.spades', 6162 ad_requests with mean bid_floor 34.9, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 1 impressions of adomain 'doordash.com' with mean price 0.6, 1 impressions of adomain 'livevanalen.com' with mean price 0.2, 1 impressions of adomain 'medscape.com' with mean price 2.3, 1 impressions of adomain 'paramountplus.com' with mean price 1.4, 1 impressions of adomain 'qutenzahcp.com' with mean price 4.0, 1 impressions of adomain 'samhsa.gov' with mean price 0.5, 2 impressions of adomain 'sourpatchkids.com' with mean price 0.3, 1 clicks of adomain 'textnow.com', 1 impressions of adomain 'textnow.com' with mean price 0.2; 12 sessions in app 'com.fancygame.solitaire.fish.girl', 289 ad_requests with mean bid_floor 2.6, 4 impressions of adomain 'lilly.com' with mean price 0.9, 4 clicks of adomain 'www.solitairecardstudio.com', 4 impressions of adomain 'www.solitairecardstudio.com' with mean price 45.6; 44 sessions in app 'com.gamovation.chessclubpilot', 600 ad_requests with mean bid_floor 6.0, 3 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 1 impressions of adomain 'click2cart.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'lenovo.com' with mean price 0.8, 1 impressions of adomain 'lenscrafters.com' with mean price 0.0, 2 impressions of adomain 'lilly.com' with mean price 1.7, 2 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'verizon.com' with mean price 0.0, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 4 sessions in app 'com.handmark.expressweather', 11 ad_requests with mean bid_floor 54.8; 3 sessions in app 'com.manik.words', 19 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.peoplefun.wordcross', 7 ad_requests with mean bid_floor 4.7; 21 sessions in app 'com.tripledot.blackjack', 352 ad_requests with mean bid_floor 9.4, 2 clicks of adomain 'underdogfantasy.com', 2 impressions of adomain 'underdogfantasy.com' with mean price 23.8; 1 sessions in app 'com.tripledot.solitaire', 31 ad_requests with mean bid_floor 17.7, 1 impressions of adomain 'regalcardplay.com' with mean price 22.9; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 8.0; 1 sessions in app 'net.uploss.water_app', 10 ad_requests with mean bid_floor 4.2; 8 sessions in app 'solitaire.collection.girls.klondike.spider', 64 ad_requests with mean bid_floor 3.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 768;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1250;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.852313177340221;partition is 3496;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_CAN_abdoul_V4_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_100k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_CAN_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_CAN_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_Baseline_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_CAN_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V6_500k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.pixel.art.coloring.color.number_Android_CPI_CAN_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_CAN_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_CAN_1d' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V6_2000k' 'bloom_com.blackout.spades_CAN_7d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '5d32dca3-676a-49b5-998e-e9f599b62c7e;'uuid is 'ab4d6b86-7f15-451f-8721-60f111d93cf0';bid_timestamp is '2025-01-13 10:19:09';device_id is '5d32dca3-676a-49b5-998e-e9f599b62c7e';biddate is '2025-01-13';country is 'USA';app is 'classic.card.solitaire.pgmaker';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '59a6d4e161ebc6c75b0cd11727a4d9c5';display_manager is 'bidmachine';raw_price is 119.122477484767;target_cpi is 25.0396190405884;campaign is 57720;creative_id is 229350;session_duration is 0 ;seller_name is 'BIG CAKE GROUP MAX';seller_id is 249;content_type is 'vi';bid_floor is 18.1366 ;min_floor is 18.1366 ;bidmachine_placement_value is 20.431766;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 626574 ;learning is 0 ;creative_theme is 'general';user_coefficient is 2.04;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-13 10:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'and.lihuhu.mahjong3d', 6 ad_requests with mean bid_floor 45.9; 1 sessions in app 'beetles.puzzle.solitaire', 17 ad_requests with mean bid_floor 20.7; 111 sessions in app 'classic.card.solitaire.pgmaker', 1047 ad_requests with mean bid_floor 16.4, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 2 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 50.2, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 119.1, 1 impressions of adomain 'ruizfoods.com' with mean price 1.2, 3 impressions of adomain 'walgreens.com' with mean price 0.6; 3 sessions in app 'classic.klondike.solitaire.cardgame.patience.lite', 15 ad_requests with mean bid_floor 43.7; 1 sessions in app 'com.bigcake.android.solitairedaily', 5 ad_requests with mean bid_floor 7.8; 35 sessions in app 'com.counter.setp.pedometer', 228 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.cybernautica.solitaire.cards', 2 ad_requests with mean bid_floor 38.9; 256 sessions in app 'com.heartpulse.healthycompanion.tracker', 3149 ad_requests with mean bid_floor 2.1, 2 impressions of adomain 'mobilityware.com/spider' with mean price 21.5; 3 sessions in app 'com.hyilmaz.spades', 40 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.newpubco.klondikesolitaire', 15 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'prevnar20.com' with mean price 14.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 1 sessions in app 'com.newpubco.spades', 75 ad_requests with mean bid_floor 13.0, 1 impressions of adomain 'pfizer.com' with mean price 1.2, 1 impressions of adomain 'pmi.com' with mean price 0.5, 1 impressions of adomain 'tiktok.com' with mean price 0.6; 1 sessions in app 'com.pgzng.timer', 5 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.solitaire.card', 14 ad_requests with mean bid_floor 17.2; 1 sessions in app 'com.solitaire.patience.klondike', 7 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.solitaire.relax.classic.card.game', 3 ad_requests with mean bid_floor 20.8; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 12.9; 1 sessions in app 'com.vitastudio.mahjong', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.vitastudio.spider', 7 ad_requests with mean bid_floor 21.7; 1 sessions in app 'com.warrior.block.squib', 6 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 11.3; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 4.4; 4 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 47.1; 1 sessions in app 'kidultlovin.word.zen', 5 ad_requests with mean bid_floor 77.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 10:29:08;time_since_impression_in_hours is 174;channel is 'USA/V/bidmachine/classic.card.solitaire.pgmaker/False/249';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.133598388745681;partition is 3030;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_100k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(af_ad_view)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.dekovir.wordrift_Android_CPA(1776)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 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'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(ag_retention_d7)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'beetles.puzzle.solitaire_apps_embeddings_similarity' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V3_500k' 'bloom_com.fuzzymobilegames.spades_USA_1d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.Eventyr.WS_apps_embeddings_similarity' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_100k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'bloom_com.fiogonia.spades_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'a7e9e0c7-0718-4c32-a948-be328e1e1f45;'uuid is 'bb4305bf-3ce4-4ee3-9ac3-7d39d5044f8b';bid_timestamp is '2024-12-29 21:37:09';device_id is 'a7e9e0c7-0718-4c32-a948-be328e1e1f45';biddate is '2024-12-29';country is 'USA';app is 'com.DifLabs.Differences';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 14.1421482522401;target_cpi is 2;campaign is 57716;creative_id is 228773;session_duration is 0 ;seller_name is 'Yolo Games';seller_id is 566;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 11.305794;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.65;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-29 21:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '6 sessions in app 'com.DifLabs.Differences', 597 ad_requests with mean bid_floor 19.8, 13 impressions of adomain 'amazon.com' with mean price 0.9, 6 impressions of adomain 'esupplements.com' with mean price 0.8, 1 impressions of adomain 'florastor.com' with mean price 0.2, 2 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'joinpropel.com' with mean price 0.3, 1 impressions of adomain 'lifeextension.com' with mean price 0.6, 1 impressions of adomain 'philips.com' with mean price 0.4, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.7, 1 impressions of adomain 'primalkitchen.com' with mean price 0.4, 1 impressions of adomain 'proactiv.com' with mean price 0.4, 1 impressions of adomain 'secure.interactiveticketing.com' with mean price 1.3; 2 sessions in app 'com.blackcircleapps.halloweenbingo', 139 ad_requests with mean bid_floor 36.6; 1 sessions in app 'com.dg.turbonuke.bingo.quest.summer.garden', 16 ad_requests with mean bid_floor 41.7; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.fuzzymobilegames.spades', 21 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.hyilmaz.spades', 11 ad_requests with mean bid_floor 5.5; 107 sessions in app 'com.localnews.android.us', 234 ad_requests with mean bid_floor 1.4; 17 sessions in app 'com.mobilityware.Spades', 2983 ad_requests with mean bid_floor 13.2, 2 clicks of adomain 'bbumgames.com', 2 impressions of adomain 'bbumgames.com' with mean price 5.9, 1 clicks of adomain 'bestplay.app', 2 impressions of adomain 'bestplay.app' with mean price 6.9, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 5.3, 1 impressions of adomain 'consumertestconnect.com' with mean price 6.7, 1 impressions of adomain 'everydaywinner.net' with mean price 7.7, 1 impressions of adomain 'freecash.com' with mean price 8.5, 5 clicks of adomain 'governorofpoker.com', 7 impressions of adomain 'governorofpoker.com' with mean price 6.5, 2 impressions of adomain 'justdice.io' with mean price 10.1, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 5.2, 2 clicks of adomain 'squareup.com', 2 impressions of adomain 'squareup.com' with mean price 5.1; 5 sessions in app 'com.newleaf.app.android.victor', 12 ad_requests with mean bid_floor 51.7; 9 sessions in app 'com.playvalve.spades', 1936 ad_requests with mean bid_floor 97.6, 24 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'clorox.com' with mean price 0.5, 1 impressions of adomain 'drreddys.com' with mean price 0.5, 1 impressions of adomain 'flixchatter.net' with mean price 0.5, 1 impressions of adomain 'justdice.io' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'nowfoods.com' with mean price 0.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'orgain.com' with mean price 1.0, 3 impressions of adomain 'premierprotein.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 1 impressions of adomain 'vitalproteins.com' with mean price 0.8; 11 sessions in app 'com.purpleowl.spades.card.game', 70 ad_requests with mean bid_floor 28.8; 1 sessions in app 'com.solitaire.cards.deluxe', 7 ad_requests with mean bid_floor 1.5; 20 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1995 ad_requests with mean bid_floor 13.3, 4 clicks of adomain 'governorofpoker.com', 6 impressions of adomain 'governorofpoker.com' with mean price 6.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 7.4, 2 impressions of adomain 'peppermint-lips.com' with mean price 5.8, 2 clicks of adomain 'wisewaveltd.com', 2 impressions of adomain 'wisewaveltd.com' with mean price 6.3; 3 sessions in app 'com.theangrykraken.bingo', 124 ad_requests with mean bid_floor 76.3; 1 sessions in app 'com.tripledot.woodoku', 17 ad_requests with mean bid_floor 10.3; 69 sessions in app 'com.wonderpeople.megahitpoker.global', 275 ad_requests with mean bid_floor 92.3; 1 sessions in app 'com.yallaplay.spadesmasters', 34 ad_requests with mean bid_floor 167.4; 1 sessions in app 'com.zcmxd.pokergaga', 1 ad_requests with mean bid_floor 102.7; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.3; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 2.4; 1 sessions in app 'live.fun.bingo.online.story.casino.free.game.android', 14 ad_requests with mean bid_floor 1.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45656.7338310185;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-29 21:45:05;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.DifLabs.Differences/False/566';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.961335081697016;partition is 816;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '72b69aa1-aea3-4833-8a43-84192d1d6a45;'uuid is '75847edb-3908-4048-953a-f190d822a7b5';bid_timestamp is '2025-02-05 21:56:06';device_id is '72b69aa1-aea3-4833-8a43-84192d1d6a45';biddate is '2025-02-05';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 34.6306766156876;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.12;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.82;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-05 21:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'com.DifLabs.Differences', 32 ad_requests with mean bid_floor 160.5; 21 sessions in app 'com.blackout.spades', 1454 ad_requests with mean bid_floor 27.4, 5 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'clorox.com' with mean price 0.4, 2 impressions of adomain 'crypto.com' with mean price 0.2, 2 impressions of adomain 'justwater.com' with mean price 0.4, 1 impressions of adomain 'kiawahisland.com' with mean price 0.7, 3 impressions of adomain 'musclefeast.com' with mean price 0.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 34.6, 1 impressions of adomain 'ozempic.com' with mean price 2.3, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 1 impressions of adomain 'pepsico.com' with mean price 0.7, 1 impressions of adomain 'productmadness.com' with mean price 0.2; 2 sessions in app 'com.block.juggle', 6 ad_requests with mean bid_floor 15.3; 8 sessions in app 'com.bonnie.trafficescape', 144 ad_requests with mean bid_floor 1.6, 5 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'clorox.com' with mean price 0.3, 3 impressions of adomain 'justwater.com' with mean price 0.4, 4 impressions of adomain 'liveowyn.com' with mean price 0.2, 3 impressions of adomain 'musclefeast.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 11 impressions of adomain 'starbucks.com' with mean price 0.2, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.6, 1 impressions of adomain 'walgreens.com' with mean price 0.3; 13 sessions in app 'com.mobilityware.Spades', 913 ad_requests with mean bid_floor 11.7, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.9, 1 impressions of adomain 'amazinglashstudio.com' with mean price 0.9, 1 impressions of adomain 'astrazeneca.com' with mean price 7.5, 2 clicks of adomain 'chime.com', 2 impressions of adomain 'chime.com' with mean price 6.7, 1 clicks of adomain 'crypto.com', 1 impressions of adomain 'crypto.com' with mean price 4.8, 2 impressions of adomain 'healthprimal.com' with mean price 10.8, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.9, 1 clicks of adomain 'scopely.com', 1 impressions of adomain 'scopely.com' with mean price 7.9, 1 clicks of adomain 'scorewarrior.com', 2 impressions of adomain 'scorewarrior.com' with mean price 4.6, 1 clicks of adomain 'vio.com', 2 impressions of adomain 'vio.com' with mean price 8.1; 1 sessions in app 'com.newpubco.spades', 23 ad_requests with mean bid_floor 16.3; 2 sessions in app 'com.peoplefun.wordcross', 37 ad_requests with mean bid_floor 8.5; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 5 ad_requests with mean bid_floor 4.0; 72 sessions in app 'com.vitastudio.mahjong', 1754 ad_requests with mean bid_floor 49.4, 16 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'copilot.microsoft.com' with mean price 0.5, 1 impressions of adomain 'crystalspringsnewmexico.com' with mean price 0.7, 2 impressions of adomain 'ensure.com' with mean price 0.4, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 3 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'justwater.com' with mean price 0.4, 2 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 1 impressions of adomain 'liveowyn.com' with mean price 0.4, 3 impressions of adomain 'luckybevco.com' with mean price 0.4, 2 impressions of adomain 'mars.com' with mean price 0.4, 5 impressions of adomain 'musclefeast.com' with mean price 0.6, 1 impressions of adomain 'neutrogena.com' with mean price 0.3, 9 impressions of adomain 'nurtec.com' with mean price 0.6, 4 impressions of adomain 'productmadness.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.7, 6 impressions of adomain 'thegallericlassic.com' with mean price 1.2, 2 impressions of adomain 'thehonestkitchen.com' with mean price 1.1, 1 impressions of adomain 'ultimatepetnutrition.com' with mean price 0.7, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'wurl.com' with mean price 0.4, 1 impressions of adomain 'zyrtec.com' with mean price 0.4; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 13.2; 78 sessions in app 'od_12920', 0 ad_requests with mean bid_floor 0.0; 43 sessions in app 'water.sort.puzzle.game.color.sorting.free', 698 ad_requests with mean bid_floor 6.5, 16 impressions of adomain 'afscme.org' with mean price 0.8, 5 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'broadwaysd.com' with mean price 0.5, 1 impressions of adomain 'carnationbreakfastessentials.com' with mean price 0.6, 4 impressions of adomain 'clorox.com' with mean price 0.8, 1 impressions of adomain 'continentaltire.com' with mean price 1.2, 9 impressions of adomain 'crypto.com' with mean price 0.6, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.5, 1 impressions of adomain 'newsbreak.com' with mean price 0.5, 2 impressions of adomain 'playsimple.in' with mean price 0.4, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 1 impressions of adomain 'refreshbrand.com' with mean price 0.6, 4 impressions of adomain 'roguenicotine.com' with mean price 0.8, 1 impressions of adomain 'simplebro.co' with mean price 0.5, 1 impressions of adomain 'soapyjoescarwash.com' with mean price 0.4, 1 impressions of adomain 'spectrum.com' with mean price 0.5, 1 impressions of adomain 'starbucks.com' with mean price 0.2, 4 impressions of adomain 'stellaandchewys.com' with mean price 0.8, 18 impressions of adomain 'thegallericlassic.com' with mean price 1.3, 1 impressions of adomain 'tiktok.com' with mean price 1.5, 4 impressions of adomain 'walgreens.com' with mean price 1.0, 1 impressions of adomain 'xo.store' with mean price 0.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-05 21:59:55;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.93825791951441;partition is 3841;segments is ['bloom_com.blackout.spades_GBR_80' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '42cbf6a9-6a5a-4f83-aa6a-4174de2b5399;'uuid is '5a3e8818-9489-471a-850a-62bb328237f2';bid_timestamp is '2025-02-07 18:00:07';device_id is '42cbf6a9-6a5a-4f83-aa6a-4174de2b5399';biddate is '2025-02-07';country is 'USA';app is 'com.crypt.gram.puzz';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 0 ;seller_name is 'Joyteractive';seller_id is 377;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 24.518119;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.afgame.app.poolball', 5 ad_requests with mean bid_floor 57.1; 18 sessions in app 'com.crypt.gram.puzz', 1212 ad_requests with mean bid_floor 10.3, 21 impressions of adomain 'amazon.com' with mean price 0.3, 1 clicks of adomain 'bleacherreport.com', 1 impressions of adomain 'bleacherreport.com' with mean price 7.2, 1 impressions of adomain 'carfax.com' with mean price 0.2, 2 impressions of adomain 'cedarhurstliving.com' with mean price 0.4, 2 clicks of adomain 'centurygames.com', 5 impressions of adomain 'centurygames.com' with mean price 6.7, 1 impressions of adomain 'crossmath.gurugame.ai' with mean price 0.1, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'fanniemae.com' with mean price 0.3, 1 impressions of adomain 'franksredhot.com' with mean price 0.7, 1 impressions of adomain 'greatercb.com' with mean price 0.1, 5 impressions of adomain 'igt.com' with mean price 0.4, 2 impressions of adomain 'jeffsbagelrun.com' with mean price 0.1, 1 impressions of adomain 'kleinandhoffman.com' with mean price 0.2, 4 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'lenox.com' with mean price 0.1, 1 impressions of adomain 'lgeccu.org' with mean price 0.1, 1 impressions of adomain 'livefront.com' with mean price 0.1, 1 impressions of adomain 'mazdausa.com' with mean price 0.4, 2 impressions of adomain 'metamucil.com' with mean price 0.5, 1 impressions of adomain 'mg-united.com' with mean price 0.1, 1 impressions of adomain 'mollymaid.com' with mean price 1.6, 8 clicks of adomain 'playrix.com', 23 impressions of adomain 'playrix.com' with mean price 12.1, 1 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'prilosecotc.com' with mean price 0.4, 1 impressions of adomain 'rxo.com' with mean price 0.0, 6 impressions of adomain 'scorewarrior.com' with mean price 7.6, 6 clicks of adomain 'scorewarrior.com', 1 impressions of adomain 'scottbrand.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.5, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 5 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 5 impressions of adomain 'vitastudio.ai' with mean price 0.1, 15 impressions of adomain 'vizor-games.com' with mean price 8.8, 8 clicks of adomain 'vizor-games.com', 4 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'woodstockoutlet.com' with mean price 0.3, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 1 sessions in app 'kjv.bible.kingjamesbible', 20 ad_requests with mean bid_floor 25.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45696.7345833333;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:29:35;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.crypt.gram.puzz/False/377';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.527746779138141;partition is 2257;segments is ['bloom_com.crypt.gram.puzz_USA_1d' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V4_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_100k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_500k' 'bloom_com.crypt.gram.puzz_USA_7d' 'bloom_com.crypt.gram.puzz_USA_80' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(loop_ipu50)_abdoul_V4_2000k' 'bloom_com.crypt.gram.puzz_USA_30d' 'bloom_com.crypt.gram.puzz_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b6363803-bfd1-46c9-9171-b2261ddbd2d4;'uuid is 'a68d2963-38b2-428d-b882-6682dd66f742';bid_timestamp is '2025-02-08 7:40:21';device_id is 'b6363803-bfd1-46c9-9171-b2261ddbd2d4';biddate is '2025-02-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 250;target_cpi is 7;campaign is 58302;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is 29.68;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.05;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-08 07:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'bible.trivia.quiz.question.answer.spelling.correct.knowledge.test.game', 8 ad_requests with mean bid_floor 3.9; 4 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 89 ad_requests with mean bid_floor 20.9; 1 sessions in app 'com.blackout.match3', 4 ad_requests with mean bid_floor 17.6, 1 impressions of adomain 'learnings.ai' with mean price 4.1; 2 sessions in app 'com.blackout.spades', 44 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.easyfun.solitaire', 219 ad_requests with mean bid_floor 0.8, 1 impressions of adomain 'mistersparky.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'playsimple.in' with mean price 0.5; 19 sessions in app 'com.fiogonia.gin', 258 ad_requests with mean bid_floor 23.5; 1 sessions in app 'com.kidultlovin.royalsolitaire', 10 ad_requests with mean bid_floor 16.6; 10 sessions in app 'com.king.candycrushsaga', 77 ad_requests with mean bid_floor 78.3; 5 sessions in app 'com.mobilityware.GinRummySolitaire', 108 ad_requests with mean bid_floor 28.9; 6 sessions in app 'com.mobilityware.freecell', 96 ad_requests with mean bid_floor 32.2, 1 impressions of adomain 'asus.com' with mean price 0.1, 8 impressions of adomain 'bk.com' with mean price 0.2, 1 impressions of adomain 'campbells.com' with mean price 0.3, 2 impressions of adomain 'dollargeneral.com' with mean price 0.2, 1 impressions of adomain 'generac.com' with mean price 2.3, 2 impressions of adomain 'infinitiofcincinnati.com' with mean price 0.2, 1 impressions of adomain 'instacart.com' with mean price 0.1, 4 impressions of adomain 'jigsawscapes.com' with mean price 0.5, 5 impressions of adomain 'justplayapps.com' with mean price 0.8, 7 impressions of adomain 'learnings.ai' with mean price 0.8, 1 impressions of adomain 'metamucil.com' with mean price 0.6, 1 impressions of adomain 'mobilityware.com/spider' with mean price 129.0, 1 clicks of adomain 'mobilityware.com/spider', 2 impressions of adomain 'pandora.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 1.8, 6 impressions of adomain 'priceline.com' with mean price 0.1, 29 impressions of adomain 'sciotoreserveweddings.com' with mean price 1.5, 4 impressions of adomain 'scopely.com' with mean price 0.9, 4 impressions of adomain 'spinxgames.com' with mean price 0.6, 13 impressions of adomain 'verizonwireless.com' with mean price 0.1, 1 impressions of adomain 'weather.com' with mean price 0.2, 3 impressions of adomain 'youyungames.com' with mean price 0.6; 1 sessions in app 'com.openmygame.magicwordsearch', 8 ad_requests with mean bid_floor 31.4; 56 sessions in app 'com.picadilla.beepbeepvroom', 736 ad_requests with mean bid_floor 191.9; 14 sessions in app 'com.playvalve.solitaire.spider', 332 ad_requests with mean bid_floor 61.7, 7 impressions of adomain 'amazon.com' with mean price 0.5, 6 impressions of adomain 'hondros.edu' with mean price 0.9, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 impressions of adomain 'walgreens.com' with mean price 0.8; 1 sessions in app 'com.playvalve.yatzy', 33 ad_requests with mean bid_floor 59.0; 1 sessions in app 'com.solitaire.cards.deluxe', 14 ad_requests with mean bid_floor 11.2; 1 sessions in app 'com.solitaire.relax.classic.card.game', 5 ad_requests with mean bid_floor 25.5; 2 sessions in app 'com.solitairedelight.joy.game', 3 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 2.5; 6 sessions in app 'com.vitastudio.solitaire', 72 ad_requests with mean bid_floor 33.1, 8 impressions of adomain 'walmart.com' with mean price 2.3; 1 sessions in app 'com.wood.nuts.bolts.woodpuzzle.woodnuts', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 11 ad_requests with mean bid_floor 22.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 7:46:44;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.23013488456025;partition is 1564;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.dekovir.wordrift_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_100k' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.dekovir.wordrift_Android_CPA(1776)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V4_500k' 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'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_100k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_500k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_HIGH_PRICE_AG_100k_01_31_2025' 'com.block.juggle_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.mobilityware.spider_Android_CPI_abdoul_V3_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_100k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '14dd77a0-5b8c-43be-9ccd-fe3d558d897e;'uuid is 'cb9434ea-eef5-4d3a-8a57-3bf65ccad48e';bid_timestamp is '2025-02-06 2:07:03';device_id is '14dd77a0-5b8c-43be-9ccd-fe3d558d897e';biddate is '2025-02-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 151.236117618139;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is 141.197003;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 3.63;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 02:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '14 sessions in app 'com.blackout.spades', 415 ad_requests with mean bid_floor 13.4, 6 impressions of adomain 'amazon.com' with mean price 0.8, 3 impressions of adomain 'fm.bank' with mean price 0.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 151.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.8, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.9, 7 impressions of adomain 'offerhives.com' with mean price 0.9, 2 impressions of adomain 'ozempic.com' with mean price 1.5; 2 sessions in app 'com.newpubco.spades', 160 ad_requests with mean bid_floor 28.4, 1 impressions of adomain 'chrysler.com' with mean price 1.3, 1 impressions of adomain 'la-z-boy.com' with mean price 0.6, 1 impressions of adomain 'scorewarrior.com' with mean price 76.6, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 2 sessions in app 'com.sports.real.golf.rival.online', 34 ad_requests with mean bid_floor 291.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45697.8348611111;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 2:10:04;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.693892781108255;partition is 601;segments is ['com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_Moloco_bundles_q965_300k_03_02_2025' 'com.newpubco.spades_Android_competitors_BM_62k_01_02_2025' 'bloom_com.blackout.spades_USA_1d' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '6a553586-5bb5-49e1-b227-11e525a4bee5;'uuid is 'b628b69d-e586-4d55-8638-b41e82858179';bid_timestamp is '2024-12-30 21:40:25';device_id is '6a553586-5bb5-49e1-b227-11e525a4bee5';biddate is '2024-12-30';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 21.4064552507286;target_cpi is 2.59094420763471;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 4.887 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 4.887;prior_tag_impressions_count is 9 ;time_since_impression is 108925 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.01;prior_theme_impressions_count is 9;prior_tag_clicks_count is 2 ;time_since_click is '1225275';hour is '2024-12-30 21:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '69 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 2339 ad_requests with mean bid_floor 12.9, 2 impressions of adomain 'oakevergames.com' with mean price 6.7, 5 impressions of adomain 'peppermint-lips.com' with mean price 8.3, 7 impressions of adomain 'pinterest.com' with mean price 12.8; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 3.8; 96 sessions in app 'com.zynga.words3', 2567 ad_requests with mean bid_floor 19.1, 1 impressions of adomain 'Newbalance.com' with mean price 0.1, 1 impressions of adomain 'allianztravelinsurance.com' with mean price 0.1, 1 impressions of adomain 'app.boostr.com' with mean price 0.3, 1 impressions of adomain 'apple.com' with mean price 0.0, 3 impressions of adomain 'audible.com' with mean price 0.1, 3 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'dailyhighclub.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dollartree.com' with mean price 0.0, 1 impressions of adomain 'enerjoy.life' with mean price 0.0, 2 impressions of adomain 'healthy.kaiserpermanente.org' with mean price 0.0, 1 impressions of adomain 'ipny.com' with mean price 0.2, 1 impressions of adomain 'iris-worldwide.com' with mean price 0.2, 1 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'order.whitecastle.com' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'sharecare.com' with mean price 0.5, 1 impressions of adomain 'starbucks.com' with mean price 6.5, 3 impressions of adomain 'sublocade.com' with mean price 0.6, 1 impressions of adomain 'theautopian.com' with mean price 0.1, 1 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'tremfya.com' with mean price 1.3, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0, 2 impressions of adomain 'weather.com' with mean price 0.0, 2 impressions of adomain 'wendys.com' with mean price 0.0, 1 impressions of adomain 'wsj.com' with mean price 0.0, 1 impressions of adomain 'youtube.com' with mean price 0.1; 3 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 8.9; 1 sessions in app 'weather.forecast.channel.live', 3 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-30 21:52:37;time_since_impression_in_hours is 30;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 340;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.39929092178769;partition is 1478;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '5ba0fdd3-862d-49f9-b5bb-3a8b229a0682;'uuid is '2e0f22a3-7e8f-4627-b65f-bdb346ced288';bid_timestamp is '2025-01-10 23:47:41';device_id is '5ba0fdd3-862d-49f9-b5bb-3a8b229a0682';biddate is '2025-01-10';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 105.965843225078;target_cpi is 1.73728810240836;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 21.172 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.416667;placement_historical_value is ;third_party_bid_price is 21.172;prior_tag_impressions_count is 4 ;time_since_impression is 187159 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.37;prior_theme_impressions_count is 4;prior_tag_clicks_count is 4 ;time_since_click is '187134';hour is '2025-01-10 23:00:00+00:00';day_of_week is '4';os_version is 11;user_behavior_stats_in_past is '1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 6.4; 37 sessions in app 'com.metropcs.metrozone', 86 ad_requests with mean bid_floor 124.7; 3 sessions in app 'com.newpubco.spades', 116 ad_requests with mean bid_floor 11.5, 1 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'castrol.com' with mean price 1.4, 1 impressions of adomain 'celestialseasonings.com' with mean price 1.3, 1 impressions of adomain 'dave.com' with mean price 0.5, 1 clicks of adomain 'empower.me', 1 impressions of adomain 'empower.me' with mean price 20.8, 1 impressions of adomain 'jackinthebox.com' with mean price 0.7, 1 impressions of adomain 'openfarmpet.com' with mean price 0.6, 1 impressions of adomain 'playtika.com' with mean price 1.0, 1 impressions of adomain 'pmi.com' with mean price 0.7, 1 impressions of adomain 'sacphilopera.org' with mean price 3.7, 1 impressions of adomain 'seedsnsuch.com' with mean price 0.6, 1 impressions of adomain 'spinxgames.com' with mean price 0.5, 2 impressions of adomain 'temu.com' with mean price 21.0, 10 impressions of adomain 'xifaxan.com' with mean price 2.2; 24 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1564 ad_requests with mean bid_floor 8.5, 1 impressions of adomain 'balfaxar.com' with mean price 10.2, 1 clicks of adomain 'casinohaus.com', 1 impressions of adomain 'casinohaus.com' with mean price 11.0, 4 clicks of adomain 'chime.com', 4 impressions of adomain 'chime.com' with mean price 20.8, 2 clicks of adomain 'fortunesoo.com', 2 impressions of adomain 'fortunesoo.com' with mean price 31.0, 2 clicks of adomain 'healthprimal.com', 3 impressions of adomain 'healthprimal.com' with mean price 15.0, 1 clicks of adomain 'kismia.com', 2 impressions of adomain 'kismia.com' with mean price 14.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 106.0, 1 clicks of adomain 'underdogfantasy.com', 2 impressions of adomain 'underdogfantasy.com' with mean price 31.4; 2 sessions in app 'com.tripledot.woodoku', 13 ad_requests with mean bid_floor 3.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45669.7098611111;ag_retention_d1_timestamp is 2025-01-10 23:55:35;0_timestamp is 2025-01-10 23:55:35;time_since_impression_in_hours is 51;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 52;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.356054105929064;partition is 1626;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_and_ag_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '6bd2295e-0810-4353-af10-8a1b17685c68;'uuid is '2bf22017-eba1-4ee7-9b44-7b7c20e4ceda';bid_timestamp is '2025-01-06 3:11:56';device_id is '6bd2295e-0810-4353-af10-8a1b17685c68';biddate is '2025-01-06';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 18.3953851015546;target_cpi is 1.5879682440761;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 61.833333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 162483 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.69;prior_theme_impressions_count is 10;prior_tag_clicks_count is 6 ;time_since_click is '162626';hour is '2025-01-06 03:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.mobilityware.solitaire', 63 ad_requests with mean bid_floor 8.3, 2 impressions of adomain 'dollargeneral.com' with mean price 0.7, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 4.6; 16 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1810 ad_requests with mean bid_floor 14.0, 2 impressions of adomain 'king.com' with mean price 7.9, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 10.1, 7 clicks of adomain 'newpub.co/spades', 7 impressions of adomain 'newpub.co/spades' with mean price 9.6, 3 clicks of adomain 'productmadness.com', 5 impressions of adomain 'productmadness.com' with mean price 7.3, 3 impressions of adomain 'shein.com' with mean price 12.1, 2 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 6.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 45;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 45;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.00419690418444707;partition is 1626;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'bm_clickers_newpubco_klondikesolitaire_similar_apps_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'bm_clickers_on_casino_newpubco_klondikesolitaire_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f3d03fc5-81d9-4eeb-bde8-a463619594ba;'uuid is '2b396539-ffff-4ce8-94a2-9991648cb653';bid_timestamp is '2025-01-21 18:29:00';device_id is 'f3d03fc5-81d9-4eeb-bde8-a463619594ba';biddate is '2025-01-21';country is 'USA';app is 'com.blackout.gin';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 46.0206796646556;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 46.72703;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 7934304 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.95;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '7934299';hour is '2025-01-21 18:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '17 sessions in app 'com.blackout.gin', 1249 ad_requests with mean bid_floor 0.6, 2 impressions of adomain 'amazon.com' with mean price 0.6, 3 impressions of adomain 'disneyplus.com' with mean price 0.6, 2 impressions of adomain 'florastor.com' with mean price 0.5, 1 impressions of adomain 'frostbank.com' with mean price 0.5, 1 impressions of adomain 'houstonmethodist.org' with mean price 1.0, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.4, 1 impressions of adomain 'justdice.io' with mean price 1.1, 1 impressions of adomain 'kay.com' with mean price 0.8, 1 impressions of adomain 'learnings.ai' with mean price 0.2, 2 impressions of adomain 'learnings.com.cn' with mean price 0.3, 5 impressions of adomain 'milanlaser.com' with mean price 0.5, 4 impressions of adomain 'mobilityware.com' with mean price 0.6, 1 impressions of adomain 'murdochs.com' with mean price 0.7, 1 impressions of adomain 'neutrogena.com' with mean price 0.5, 1 impressions of adomain 'newpub.co/spades' with mean price 46.0, 1 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'playsimple.in' with mean price 0.3, 1 impressions of adomain 'productmadness.com' with mean price 0.4, 4 impressions of adomain 'southwest.com' with mean price 0.6, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.3, 1 impressions of adomain 'urbanofficetx.com' with mean price 1.9; 2 sessions in app 'com.ea.gp.bej3', 5 ad_requests with mean bid_floor 57.4; 14 sessions in app 'com.fiogonia.spades', 572 ad_requests with mean bid_floor 20.2; 2 sessions in app 'com.healthapplines.healthsense.bloodsugarhub', 6 ad_requests with mean bid_floor 161.5; 16 sessions in app 'com.hsv.privatebrowser', 110 ad_requests with mean bid_floor 29.3; 7 sessions in app 'com.king.candycrush4', 40 ad_requests with mean bid_floor 4.9; 7 sessions in app 'com.king.candycrushsodasaga', 23 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.newpubco.spades', 25 ad_requests with mean bid_floor 17.3, 1 clicks of adomain 'pluto.tv', 1 impressions of adomain 'pluto.tv' with mean price 8.1; 1 sessions in app 'com.peoplefun.wordcross', 26 ad_requests with mean bid_floor 24.6; 3 sessions in app 'com.peoplefun.wordsearch', 47 ad_requests with mean bid_floor 5.0, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.6, 1 impressions of adomain 'southwest.com' with mean price 0.6; 1 sessions in app 'com.platinumplayer.word.addict', 35 ad_requests with mean bid_floor 26.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 212.7; 16 sessions in app 'com.superbox.aos.jewelsjungle', 189 ad_requests with mean bid_floor 1.8, 4 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.3; 1 sessions in app 'com.wordgame.words.connect', 3 ad_requests with mean bid_floor 9.1; 1 sessions in app 'download.videobrowser.videobrowser', 7 ad_requests with mean bid_floor 3.0; 17 sessions in app 'easy.launcher', 17 ad_requests with mean bid_floor 0.0; 1 sessions in app 'word.puzzles.wordsearch.search.game.wordcross', 10 ad_requests with mean bid_floor 2.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-21 18:34:14;time_since_impression_in_hours is 2203;channel is 'USA/I/bidmachine/com.blackout.gin/False/247';time_since_click_in_hours is 2204;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.402316195358777;partition is 3603;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mounthorse.travelmatch_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_100k_21_12_2024' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'bloom_com.fiogonia.spades_USA_80' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '64a21b52-a85d-4df0-9a84-ef4f5077fe2a;'uuid is '9fd83312-713a-49ad-bbbb-04d1aff4ea28';bid_timestamp is '2025-02-07 3:16:34';device_id is '64a21b52-a85d-4df0-9a84-ef4f5077fe2a';biddate is '2025-02-07';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 18.7378400251017;target_cpi is 1.01725554466247;campaign is 58208;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 42.4;placement_historical_value is 15.915858;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 781741 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.7;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '781732';hour is '2025-02-07 03:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '13 sessions in app 'com.blackout.spades', 802 ad_requests with mean bid_floor 25.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 26.8, 1 impressions of adomain 'tiktok.com' with mean price 1.4; 29 sessions in app 'com.enflick.android.TextNow', 41 ad_requests with mean bid_floor 44.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45696.7345833333;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 3:24:43;time_since_impression_in_hours is 217;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 217;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.44053325408702;partition is 1718;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '66877960-7061-4e91-a28e-9febd1f227ec;'uuid is '681877e8-80ee-4777-ae4e-52dc0d975519';bid_timestamp is '2024-12-22 4:12:01';device_id is '66877960-7061-4e91-a28e-9febd1f227ec';biddate is '2024-12-22';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'ironsource';raw_price is 56.0248032212257;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'vi';bid_floor is 2.14953199999999 ;min_floor is 2.14953199999999 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 5518001 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.98;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '5517992';hour is '2024-12-22 04:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '14 sessions in app 'bible.pray.daily.women.offline.kjv', 18 ad_requests with mean bid_floor 129.6; 44 sessions in app 'com.enflick.android.TextNow', 67 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.0; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 6.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-22 4:15:55;time_since_impression_in_hours is 1532;channel is 'USA/V/ironsource/com.blackout.spades/False/137';time_since_click_in_hours is 1533;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0895975478756815;partition is 1472;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '06d0c73e-5a3b-48b8-944a-7586d4f62ba6;'uuid is 'a94f7062-4ca8-4fcd-be82-66b7ef6a0f5e';bid_timestamp is '2025-02-06 1:47:04';device_id is '06d0c73e-5a3b-48b8-944a-7586d4f62ba6';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 14.9999999999999;target_cpi is 3.71999999999999;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 've';bid_floor is 5.0244 ;min_floor is 5.0244 ;bidmachine_placement_value is 32.615385;placement_historical_value is 13.812615;third_party_bid_price is ;prior_tag_impressions_count is 209 ;time_since_impression is 32774255 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 209;prior_tag_clicks_count is 23 ;time_since_click is '37310901';hour is '2025-02-06 01:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '23 sessions in app 'archery.clash.tournament', 737 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.Lightneer.BazookaBoy', 18 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.andgamej.logicaldrawing', 126 ad_requests with mean bid_floor 16.9; 1 sessions in app 'com.bbumgames.opa', 6 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 8.7; 1 sessions in app 'com.boombitgames.ArcheryClubTournament', 18 ad_requests with mean bid_floor 114.3; 7 sessions in app 'com.bricks.legend', 169 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.fiogonia.yatzy', 2 ad_requests with mean bid_floor 4.0; 1 sessions in app 'com.foursgames.camouflagesniper', 9 ad_requests with mean bid_floor 6.8; 1 sessions in app 'com.kayac.balance_duel', 33 ad_requests with mean bid_floor 8.7, 6 impressions of adomain 'amazon.com' with mean price 0.9, 1 impressions of adomain 'cdw.com' with mean price 0.8; 533 sessions in app 'com.metropcs.metrozone', 4028 ad_requests with mean bid_floor 85.0; 4 sessions in app 'com.mixigreestudio.horse.stunts.horse.jumping.horse.games', 46 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newleaf.app.android.victor', 15 ad_requests with mean bid_floor 139.3; 1 sessions in app 'com.newpubco.spades', 196 ad_requests with mean bid_floor 22.1, 6 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'mychinet.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 1.0; 1 sessions in app 'com.oskankayirci.skeeball', 13 ad_requests with mean bid_floor 13.1; 4 sessions in app 'com.phantom.paperboy', 56 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.playvalve.dominoes', 509 ad_requests with mean bid_floor 102.9; 88 sessions in app 'com.playvalve.spades', 23834 ad_requests with mean bid_floor 66.3, 43 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'ariat.com' with mean price 0.5, 1 impressions of adomain 'bp.com' with mean price 0.5, 2 impressions of adomain 'carhartt.com' with mean price 0.4, 6 impressions of adomain 'churchdwight.com' with mean price 0.4, 18 impressions of adomain 'coca-cola.com' with mean price 0.5, 1 impressions of adomain 'daytonabeach.com' with mean price 0.3, 3 impressions of adomain 'discovery.com' with mean price 0.6, 1 impressions of adomain 'dove.com' with mean price 0.4, 1 impressions of adomain 'dteenergy.com' with mean price 0.5, 1 impressions of adomain 'duromaxpower.com' with mean price 0.4, 2 impressions of adomain 'electrolux.com' with mean price 0.4, 1 impressions of adomain 'ezmelts.com' with mean price 0.5, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 12 impressions of adomain 'galderma.com' with mean price 0.5, 11 impressions of adomain 'google.com' with mean price 0.5, 2 impressions of adomain 'greatstarttoquality.org' with mean price 0.5, 1 impressions of adomain 'hain.com' with mean price 0.4, 31 impressions of adomain 'instagram.com' with mean price 0.4, 1 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 2 impressions of adomain 'lifeextension.com' with mean price 0.7, 2 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'mc3michigan.org' with mean price 0.6, 1 impressions of adomain 'metagenics.com' with mean price 0.4, 3 impressions of adomain 'milanlaser.com' with mean price 0.4, 1 impressions of adomain 'newpub.co/spades' with mean price 15.0, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'paulmitchell.com' with mean price 0.7, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'smartypantsvitamins.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 3.6, 4 impressions of adomain 'timberland.com' with mean price 0.8, 1 impressions of adomain 'toyota.com' with mean price 0.7, 22 impressions of adomain 'voodoo.io' with mean price 2.8, 1 impressions of adomain 'vytalogy.com' with mean price 0.4, 4 impressions of adomain 'waynecounty.com' with mean price 1.2, 1 impressions of adomain 'wbd.com' with mean price 0.8; 3 sessions in app 'com.sniper.destiny.shooting', 98 ad_requests with mean bid_floor 23.7; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 10.3; 1 sessions in app 'com.ty.aim', 7 ad_requests with mean bid_floor 4.5; 4 sessions in app 'com.vincentb.MobControl', 115 ad_requests with mean bid_floor 5.5, 19 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'amcplus.com' with mean price 0.3, 1 impressions of adomain 'bestbuy.com' with mean price 0.4, 2 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'dapplebaby.com' with mean price 0.8, 1 impressions of adomain 'discovery.com' with mean price 1.6, 2 impressions of adomain 'huggies.com' with mean price 0.6, 1 impressions of adomain 'intuit.com' with mean price 0.7, 1 impressions of adomain 'ivory.com' with mean price 0.3, 4 impressions of adomain 'jetblue.com' with mean price 0.5, 2 impressions of adomain 'mazdausa.com' with mean price 1.8, 1 impressions of adomain 'metagenics.com' with mean price 0.4, 1 impressions of adomain 'no7beauty.com' with mean price 1.1, 1 impressions of adomain 'nowfoods.com' with mean price 0.3, 1 impressions of adomain 'olay.com' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'trybetterbrand.com' with mean price 0.3, 1 impressions of adomain 'waterwipes.com' with mean price 0.3, 1 impressions of adomain 'wbd.com' with mean price 1.1; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 26.5; 4 sessions in app 'in.playsimple.wordtrip', 24 ad_requests with mean bid_floor 134.3; 1 sessions in app 'io.supercent.downhill', 13 ad_requests with mean bid_floor 13.2; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 1:51:55;time_since_impression_in_hours is 9103;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 10364;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.493923333565414;partition is 2080;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(creativeId)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'bloom_com.playvalve.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V3_500k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '6922d827-04e3-47b8-902f-1efa19a20cbc;'uuid is '9e8d2445-f6f1-4620-a453-bf494d931b40';bid_timestamp is '2025-02-06 13:11:31';device_id is '6922d827-04e3-47b8-902f-1efa19a20cbc';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 10.4772237325128;target_cpi is 4;campaign is 58266;creative_id is 229286;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'ie';bid_floor is 5.035 ;min_floor is 5.035 ;bidmachine_placement_value is 20.384615;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 2051852 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.84;prior_theme_impressions_count is 4;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 13:00:00+00:00';day_of_week is '3';os_version is 10;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 25 ad_requests with mean bid_floor 1.2; 2 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 15.3; 1 sessions in app 'com.mobilityware.Spades', 921 ad_requests with mean bid_floor 12.3, 1 clicks of adomain 'productmadness.com', 2 impressions of adomain 'productmadness.com' with mean price 2.0, 1 impressions of adomain 'tech.pokergaga.net' with mean price 1.5; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 16.8; 96 sessions in app 'com.playvalve.spades', 86138 ad_requests with mean bid_floor 65.2, 17 impressions of adomain 'amazon.com' with mean price 0.5, 3 impressions of adomain 'bose.com' with mean price 0.8, 2 impressions of adomain 'colgate.com' with mean price 0.4, 1 impressions of adomain 'duvalschools.org' with mean price 0.4, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'iqfiber.com' with mean price 0.4, 1 impressions of adomain 'kohler.com' with mean price 0.4, 1 impressions of adomain 'navymutual.org' with mean price 0.8, 1 impressions of adomain 'newpub.co' with mean price 10.5, 1 clicks of adomain 'newpub.co', 4 impressions of adomain 'newworldsreading.com' with mean price 2.0, 2 impressions of adomain 'numerator.com' with mean price 0.2, 5 impressions of adomain 'philips.com' with mean price 0.5, 1 impressions of adomain 'platoscloset.com' with mean price 1.1, 1 impressions of adomain 'proof-advertising.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'savewithautopay.com' with mean price 0.4, 2 impressions of adomain 'whoop.com' with mean price 0.4, 1 impressions of adomain 'zotosprofessional.com' with mean price 0.4; 32 sessions in app 'com.sgn.pandapop.gp', 1945 ad_requests with mean bid_floor 116.2; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 2 ad_requests with mean bid_floor 2.6; 9 sessions in app 'com.tripledot.solitaire', 23 ad_requests with mean bid_floor 4.9; 5 sessions in app 'com.tripledot.woodoku', 20 ad_requests with mean bid_floor 8.5; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 8.3; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.3; 11 sessions in app 'in.playsimple.wordtrip', 87 ad_requests with mean bid_floor 107.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 569;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.756056853385093;partition is 2080;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_PRICE_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'bloom_com.playvalve.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_PRICE_AG_17k_01_31_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '84595e2c-32cb-40cf-894e-9b2ef6d85160;'uuid is '7fa4d2ce-f8c9-4ec3-8ee4-8694a47df753';bid_timestamp is '2025-01-12 20:40:55';device_id is '84595e2c-32cb-40cf-894e-9b2ef6d85160';biddate is '2025-01-12';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 119.935147091746;target_cpi is 6;campaign is 57829;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 31.477357;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.65;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-12 20:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.avatarlife.myworld.avatarmaker.avatarstoryvirtual', 38 ad_requests with mean bid_floor 67.9; 1 sessions in app 'com.bravestars.hair.salon.beauty', 4 ad_requests with mean bid_floor 1.3; 445 sessions in app 'com.metropcs.metrozone', 1264 ad_requests with mean bid_floor 101.2; 1 sessions in app 'com.outfit7.mytalkinghank', 4 ad_requests with mean bid_floor 14.8; 1 sessions in app 'com.outfit7.mytalkingtomfriends', 2 ad_requests with mean bid_floor 44.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-12 20:45:00;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/True/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.00452577740722293;partition is 981;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '51501262-7068-4b7c-8cf5-7c3191e46aaa;'uuid is 'daf6e093-eba2-421d-8c4f-ebb6bfa1a3bb';bid_timestamp is '2025-01-21 3:08:21';device_id is '51501262-7068-4b7c-8cf5-7c3191e46aaa';biddate is '2025-01-21';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 192.013165899434;target_cpi is 1.83039581017251;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 26.5;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.55;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-21 03:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.fugo.wow', 12 ad_requests with mean bid_floor 13.2, 1 impressions of adomain 'astrazeneca.com' with mean price 1.4, 1 impressions of adomain 'bushbeans.com' with mean price 0.7, 1 impressions of adomain 'havertys.com' with mean price 0.7, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.7, 2 impressions of adomain 'walmart.com' with mean price 1.0; 9 sessions in app 'com.newpubco.spades', 425 ad_requests with mean bid_floor 17.3, 1 impressions of adomain 'alignprobiotics.com' with mean price 2.4, 8 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'ancientnutrition.com' with mean price 0.3, 1 impressions of adomain 'anytimefitness.com' with mean price 0.8, 2 impressions of adomain 'arkansasbluecross.com' with mean price 0.2, 1 impressions of adomain 'audible.com' with mean price 0.2, 2 impressions of adomain 'bcpowder.com' with mean price 1.3, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.7, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 2 impressions of adomain 'colgate.com' with mean price 0.3, 1 impressions of adomain 'drinkolipop.com' with mean price 0.6, 1 impressions of adomain 'earthbreeze.com' with mean price 0.6, 3 impressions of adomain 'ensure.com' with mean price 0.4, 6 impressions of adomain 'fetchrewards.com' with mean price 0.7, 7 impressions of adomain 'gn-us.com' with mean price 0.7, 3 impressions of adomain 'goodnes.com' with mean price 0.9, 1 impressions of adomain 'google.com' with mean price 0.7, 1 impressions of adomain 'hcss.com' with mean price 0.8, 1 impressions of adomain 'ibotta.com' with mean price 0.3, 2 impressions of adomain 'intuit.com' with mean price 0.5, 1 impressions of adomain 'jcpenney.com' with mean price 1.2, 2 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'kitchenaid.com' with mean price 0.3, 2 impressions of adomain 'klover.app' with mean price 38.0, 1 clicks of adomain 'klover.app', 1 impressions of adomain 'luzianne.com' with mean price 0.4, 1 impressions of adomain 'milanlaser.com' with mean price 0.7, 1 impressions of adomain 'myarkansaslottery.com' with mean price 0.3, 1 impressions of adomain 'naturemade.com' with mean price 0.5, 1 impressions of adomain 'newchapter.com' with mean price 0.3, 2 impressions of adomain 'niveausa.com' with mean price 0.5, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.3, 1 impressions of adomain 'olay.com' with mean price 0.5, 11 impressions of adomain 'paxlovid.com' with mean price 1.1, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.7, 1 impressions of adomain 'poise.com' with mean price 0.4, 8 impressions of adomain 'premierprotein.com' with mean price 0.6, 2 impressions of adomain 'renewalbyandersen.com' with mean price 0.3, 2 impressions of adomain 'scooterscoffee.com' with mean price 0.2, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sexyhair.com' with mean price 0.7, 1 impressions of adomain 'shop.luvmehair.com' with mean price 0.3, 1 impressions of adomain 'southland.betly.com' with mean price 0.1, 1 impressions of adomain 'stmntgrooming.us' with mean price 1.8, 1 impressions of adomain 'subaru.com' with mean price 0.3; 50 sessions in app 'com.nighp.babytracker_android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain '3m.com' with mean price 0.9, 1 impressions of adomain 'adobe.com' with mean price 1.0, 2 impressions of adomain 'alfasatisfaction.com' with mean price 0.5, 4 impressions of adomain 'amazon.com' with mean price 1.0, 5 impressions of adomain 'audible.com' with mean price 0.3, 2 impressions of adomain 'benjaminone.com' with mean price 0.9, 1 impressions of adomain 'betsaracen.com' with mean price 1.0, 12 impressions of adomain 'doordash.com' with mean price 1.0, 2 impressions of adomain 'dramabox.com' with mean price 0.3, 1 impressions of adomain 'ensure.com' with mean price 1.0, 1 impressions of adomain 'fetchrewards.com' with mean price 0.3, 1 impressions of adomain 'haleon.com' with mean price 1.2, 2 impressions of adomain 'holidayseniorliving.com' with mean price 0.4, 1 impressions of adomain 'kovocredit.com' with mean price 0.5, 2 impressions of adomain 'listerine.com' with mean price 1.6, 1 impressions of adomain 'michaelkors.com' with mean price 0.1, 4 impressions of adomain 'mistplay.com' with mean price 0.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.7, 2 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.8, 1 impressions of adomain 'realtysouth.com' with mean price 0.0, 1 impressions of adomain 'scopely.com' with mean price 0.4, 13 impressions of adomain 'self.inc' with mean price 0.5, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.0, 4 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 1.3, 1 impressions of adomain 'uc.edu' with mean price 0.0; 2 sessions in app 'com.os.space.force.galaxy.alien', 29 ad_requests with mean bid_floor 138.8; 51 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1225 ad_requests with mean bid_floor 14.1, 1 impressions of adomain 'com.quiz.talent.machine' with mean price 40.2, 2 impressions of adomain 'klover.app' with mean price 28.3, 3 clicks of adomain 'kovocredit.com', 7 impressions of adomain 'kovocredit.com' with mean price 33.1, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 192.0, 2 impressions of adomain 'self.inc' with mean price 1.0; 1 sessions in app 'com.tripledot.woodoku', 25 ad_requests with mean bid_floor 4.2; 2 sessions in app 'kjv.bible.kingjamesbible', 48 ad_requests with mean bid_floor 33.7';dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-25 0:49:22;dc_15roundended_before_d8_timestamp is 45679.8119097222;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-21 3:11:03;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.981502930417155;partition is 3531;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_and_ag_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'HDIP_iOS_USA_100_users_500_models_Cellular' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd84c7208-9093-4131-b7a7-d644db4dc9d6;'uuid is '6b6f7847-e08e-4f1e-83e4-3adcedd66056';bid_timestamp is '2025-01-13 4:42:58';device_id is 'd84c7208-9093-4131-b7a7-d644db4dc9d6';biddate is '2025-01-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 69.4471161520844;target_cpi is 1.32292068294075;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.86;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-13 04:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 36 ad_requests with mean bid_floor 13.1, 1 impressions of adomain 'nationalfuel.com' with mean price 0.7; 1 sessions in app 'com.arbi.impossible.gt.formula.car.stunt.game', 6 ad_requests with mean bid_floor 5.2; 15 sessions in app 'com.blackout.spades', 638 ad_requests with mean bid_floor 29.3, 7 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 69.4, 1 impressions of adomain 'samhsa.gov' with mean price 0.8; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.newpubco.spades', 34 ad_requests with mean bid_floor 20.0, 1 impressions of adomain 'productmadness.com' with mean price 0.5; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.playdemic.golf.android', 2 ad_requests with mean bid_floor 25.5; 200 sessions in app 'com.playvalve.yatzy', 40618 ad_requests with mean bid_floor 97.1, 1 impressions of adomain '7-eleven.com' with mean price 0.3, 1 impressions of adomain 'allegra.com' with mean price 0.4, 83 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'applebees.com' with mean price 0.3, 3 impressions of adomain 'bestbuy.com' with mean price 0.8, 2 impressions of adomain 'bltreecarellc.com' with mean price 0.2, 2 clicks of adomain 'buyatoyota.com', 2 impressions of adomain 'buyatoyota.com' with mean price 25.1, 1 impressions of adomain 'cascadeclean.com' with mean price 0.8, 1 clicks of adomain 'centurygame.com', 8 impressions of adomain 'centurygame.com' with mean price 17.8, 1 impressions of adomain 'cerave.com' with mean price 0.4, 8 impressions of adomain 'coca-cola.com' with mean price 0.2, 35 clicks of adomain 'creditkarma.com', 235 impressions of adomain 'creditkarma.com' with mean price 20.8, 1 impressions of adomain 'curaleaf.com' with mean price 0.9, 2 impressions of adomain 'depend.com' with mean price 0.2, 4 impressions of adomain 'dickssportinggoods.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.5, 4 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'experian.com' with mean price 0.2, 1 impressions of adomain 'fellucagaragedoors.com' with mean price 0.8, 1 impressions of adomain 'flashrewards.co' with mean price 9.5, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'gateway-longview.org' with mean price 0.3, 5 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'harrys.com' with mean price 0.5, 1 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'hsbc.com' with mean price 0.5, 1 impressions of adomain 'ibewlocal41.com' with mean price 0.2, 1 impressions of adomain 'jaysconstructionwny.com' with mean price 0.1, 2 impressions of adomain 'jeld-wen.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'kohls.com' with mean price 0.5, 1 impressions of adomain 'madrigalpharma.com' with mean price 1.0, 1 impressions of adomain 'matson.com' with mean price 0.3, 1 impressions of adomain 'michaeljfox.org' with mean price 0.7, 1 impressions of adomain 'milanlaser.com' with mean price 0.4, 2 impressions of adomain 'mistplay.com' with mean price 12.4, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 4 impressions of adomain 'nationalfuel.com' with mean price 0.5, 1 impressions of adomain 'newyorklife.com' with mean price 0.3, 1 impressions of adomain 'niveausa.com' with mean price 0.3, 4 impressions of adomain 'nutrafol.com' with mean price 0.3, 8 impressions of adomain 'ozempic.com' with mean price 1.7, 1 impressions of adomain 'paulbbeckerattorney.com' with mean price 0.1, 4 impressions of adomain 'pinterest.com' with mean price 30.4, 1 impressions of adomain 'playtika.com' with mean price 17.3, 1 clicks of adomain 'productmadness.com', 5 impressions of adomain 'productmadness.com' with mean price 8.9, 2 impressions of adomain 'rochester.edu' with mean price 1.6, 1 impressions of adomain 'rogersandhollands.com' with mean price 0.8, 1 impressions of adomain 'rothssolution.com' with mean price 0.1, 2 impressions of adomain 'salesforce.com' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 0.9, 3 impressions of adomain 'sanofi.com' with mean price 0.2, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.4, 2 impressions of adomain 'sourpatchkids.com' with mean price 0.3, 2 impressions of adomain 'southwest.com' with mean price 0.4, 1 impressions of adomain 'temptationstreats.com' with mean price 0.4, 2 impressions of adomain 'tempursealy.com' with mean price 0.4, 1 impressions of adomain 'thebettervue.com' with mean price 0.1, 2 impressions of adomain 'worldvision.org' with mean price 0.2, 1 impressions of adomain 'zyrtec.com' with mean price 0.4; 1 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 5 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 3.7; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 13.6; 2 sessions in app 'in.playsimple.wordtrip', 19 ad_requests with mean bid_floor 30.7; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 5.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 4:45:19;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.00267354130208696;partition is 3531;segments is ['com.redcell.goldandgoblins_Android_Bidease_CPA_purchase_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd47d86db-e8a8-4399-8ba4-18c633ac9d63;'uuid is '8551c0eb-179b-45ff-bfb0-0110083c44b7';bid_timestamp is '2025-01-03 12:54:16';device_id is 'd47d86db-e8a8-4399-8ba4-18c633ac9d63';biddate is '2025-01-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 44.9599112882168;target_cpi is 1.48946112184347;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is 60.632;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.59;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-03 12:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'com.blackout.spades', 42 ad_requests with mean bid_floor 47.5; 6 sessions in app 'com.diamondlife.slots.vegas.free', 8 ad_requests with mean bid_floor 1.1; 5 sessions in app 'com.enflick.android.tn2ndLine', 30 ad_requests with mean bid_floor 42.9; 50 sessions in app 'com.funtomic.matchmasters', 248 ad_requests with mean bid_floor 94.5; 5 sessions in app 'com.generagames.resistance', 44 ad_requests with mean bid_floor 64.5; 1 sessions in app 'com.justplay.app', 7 ad_requests with mean bid_floor 1.1; 9 sessions in app 'com.king.candycrushsaga', 36 ad_requests with mean bid_floor 4.9; 76 sessions in app 'com.music.youngradiopro', 883 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.tripledot.blockbash', 12 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.tripledot.woodoku', 18 ad_requests with mean bid_floor 8.8; 2 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 4.9; 2 sessions in app 'top.piscess.pisces', 8 ad_requests with mean bid_floor 29.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45664.722650463;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-05 22:18:02;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.910960250462316;partition is 3619;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e1801ba6-fd18-4b02-af76-57fac491b82e;'uuid is '78ffc8c8-e315-4e91-a380-d99310dde2df';bid_timestamp is '2024-12-29 17:21:24';device_id is 'e1801ba6-fd18-4b02-af76-57fac491b82e';biddate is '2024-12-29';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.72874158195863;target_cpi is 1.66092698002285;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 9.190801;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 561045 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.9;prior_theme_impressions_count is 6;prior_tag_clicks_count is 4 ;time_since_click is '561037';hour is '2024-12-29 17:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.appadvisory.drawclimber', 11 ad_requests with mean bid_floor 1.5, 4 impressions of adomain 'walmart.com' with mean price 3.3; 2 sessions in app 'com.art.pixel.beauty.girl.games.paint.color.by.numbers', 11 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'acmeunited.com' with mean price 0.2, 1 impressions of adomain 'ads.netapop.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.1, 2 impressions of adomain 'torkusa.com' with mean price 0.1; 2 sessions in app 'com.art.pixel.pet.games.paint.color.by.numbers', 21 ad_requests with mean bid_floor 0.6, 4 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'numerator.com' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.color.by.numbers.dark.skull', 30 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.coloring.games.color.by.number', 3 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.coloring.pages.color.games.by.number', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.country.farm.happy.paint.coloring.game', 21 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'ads.netapop.com' with mean price 0.4, 4 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'wooga.com' with mean price 0.2; 1 sessions in app 'com.crazy.plane.landing', 25 ad_requests with mean bid_floor 192.7; 1 sessions in app 'com.dream.home.house.happy.paint.by.number.coloring.game', 6 ad_requests with mean bid_floor 0.7; 2 sessions in app 'com.fancygame.solitaire.fish.girl', 25 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.friendsgamesincubator.drawtheline', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.games.whodiesfirst', 3 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.hanna.bodyguard.expert', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.higame.par.country.ball.war', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.hyilmaz.spades', 15 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.kayac.breakragdoll', 3 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'primeplacestw.com' with mean price 1.2; 24 sessions in app 'com.make.audker.mipbui', 113 ad_requests with mean bid_floor 49.2; 414 sessions in app 'com.metropcs.metrozone', 2903 ad_requests with mean bid_floor 86.6; 8 sessions in app 'com.mintgames.adultcoloring', 99 ad_requests with mean bid_floor 2.8; 38 sessions in app 'com.murka.scatterholdem', 370 ad_requests with mean bid_floor 10.5; 5 sessions in app 'com.paint.by.numbers.coloring.pages.blend.coloring', 44 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.paradyme.solarsmash', 8 ad_requests with mean bid_floor 0.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.4; 9 sessions in app 'com.pixel.art.coloring.color.number.paint.princess', 72 ad_requests with mean bid_floor 2.7; 16 sessions in app 'com.playvalve.yatzy', 719 ad_requests with mean bid_floor 116.5, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.2, 1 impressions of adomain 'coldstonecreamery.com' with mean price 2.3, 1 impressions of adomain 'hormelfoods.com' with mean price 0.6, 3 impressions of adomain 'pupperoni.com' with mean price 0.5; 1 sessions in app 'com.scopely.yux', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 9 ad_requests with mean bid_floor 20.4; 1 sessions in app 'com.starplay.spider.fighter', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.studio27.MelonPlayground', 9 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.tripledot.spades', 29 ad_requests with mean bid_floor 22.9; 1 sessions in app 'it.rortos.realflight', 8 ad_requests with mean bid_floor 63.0; 1 sessions in app 'solitaire.classic.klondike.patience.card.game', 10 ad_requests with mean bid_floor 24.8; 20 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 454 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'ads.netapop.com' with mean price 1.7, 3 impressions of adomain 'pentlyconger.com' with mean price 1.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-29 17:26:44;time_since_impression_in_hours is 155;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 156;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.743236865670907;partition is 610;segments is ['com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_to_2024_10_17_100k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_20)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Rewarded_1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_100k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V3_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_56999_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_100min)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog2)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPA(5_mine_0_day)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(hardget)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog2)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog2)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(prog2)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '5020fdc5-725a-4880-93b0-fdec43f84b72;'uuid is '6c441dff-cfff-4c80-814a-7760fe632f00';bid_timestamp is '2025-02-08 15:34:53';device_id is '5020fdc5-725a-4880-93b0-fdec43f84b72';biddate is '2025-02-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 16.5427902112223;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 8 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 15.885957;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.39;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-08 15:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.assista.drinkwater', 23 ad_requests with mean bid_floor 9.8; 1 sessions in app 'com.blackout.spades', 22 ad_requests with mean bid_floor 24.9; 3 sessions in app 'com.cg.SweetCandy2', 116 ad_requests with mean bid_floor 28.2; 1 sessions in app 'com.crcompy.crazyrace', 13 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.day.day.good.nice', 74 ad_requests with mean bid_floor 51.3; 29 sessions in app 'com.logomaster.logomaker', 57 ad_requests with mean bid_floor 6.3; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 28 ad_requests with mean bid_floor 15.5; 3 sessions in app 'com.playvalve.solitaire', 43 ad_requests with mean bid_floor 110.1, 2 impressions of adomain 'walmart.com' with mean price 0.3; 3 sessions in app 'com.travel.city.onet', 30 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 2.1; 1 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 13.9; 32 sessions in app 'solitaire.patience.card.games.klondike.free', 453 ad_requests with mean bid_floor 16.1, 4 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'entravision.com' with mean price 0.2, 2 impressions of adomain 'go.com' with mean price 1.3, 2 impressions of adomain 'kingsford.com' with mean price 0.5, 1 impressions of adomain 'marriott.com' with mean price 0.3, 4 impressions of adomain 'paintbynumber.app' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.5, 1 impressions of adomain 'pmi.edu' with mean price 0.7, 1 impressions of adomain 'rexulti.com' with mean price 4.9, 1 clicks of adomain 'snapchat.com', 1 impressions of adomain 'snapchat.com' with mean price 69.8, 3 impressions of adomain 'texas.gov' with mean price 0.3, 1 impressions of adomain 'texascarsdirect.com' with mean price 0.3, 1 impressions of adomain 'wnmu.edu' with mean price 0.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-02-08 16:07:38;0_timestamp is 2025-02-08 16:07:38;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0758885969116758;partition is 2542;segments is ['net.supertreat.solitaire_Android_CPI_abdoul_V6_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_100k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '1a85ac0b-f324-4a25-84f1-18a6c376ccd6;'uuid is '6f929d3d-383d-437a-88cf-3ec3315a838e';bid_timestamp is '2025-02-02 8:34:51';device_id is '1a85ac0b-f324-4a25-84f1-18a6c376ccd6';biddate is '2025-02-02';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.22277532740902;target_cpi is 0.523946056362289;campaign is 58068;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 30.916667;placement_historical_value is 15.56027;third_party_bid_price is ;prior_tag_impressions_count is 24 ;time_since_impression is 22641622 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.16;prior_theme_impressions_count is 24;prior_tag_clicks_count is 1 ;time_since_click is '34169970';hour is '2025-02-02 08:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'armor.attack.shooting.games.world.of.multiplayer.robots.war.tanks', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.GnarlyGameStudio.FrontlineHeroes', 170 ad_requests with mean bid_floor 40.3, 4 impressions of adomain 'temu.com' with mean price 14.9; 1 sessions in app 'com.IronEqual.GunshipOperator3D', 24 ad_requests with mean bid_floor 11.8, 1 impressions of adomain 'temu.com' with mean price 12.8; 3 sessions in app 'com.Jbm360.ModernTowerDefense', 178 ad_requests with mean bid_floor 19.5, 1 impressions of adomain 'temu.com' with mean price 9.3; 1 sessions in app 'com.TrofyGames.DroneAttackSRP', 40 ad_requests with mean bid_floor 1.5; 2 sessions in app 'com.airhorn.sounds.prank.haircut.fartprank.joke', 5 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.battle.worldofartillery', 14 ad_requests with mean bid_floor 19.9; 1 sessions in app 'com.bitmango.go.bubblepop', 6 ad_requests with mean bid_floor 24.4; 2 sessions in app 'com.blitzkrieg.assault', 160 ad_requests with mean bid_floor 23.7; 3 sessions in app 'com.dream.free.games.match3', 182 ad_requests with mean bid_floor 36.7; 2 sessions in app 'com.fb.FingerBlock', 90 ad_requests with mean bid_floor 17.6; 4 sessions in app 'com.kingkodestudio.towerdefense.battlestrategy', 50 ad_requests with mean bid_floor 6.3; 1 sessions in app 'com.mobirix.tdwt', 8 ad_requests with mean bid_floor 4.9; 8 sessions in app 'com.newstory.SquareWarriors', 49 ad_requests with mean bid_floor 3.4; 2 sessions in app 'com.noxgames.merge.tanks', 4 ad_requests with mean bid_floor 0.0; 19 sessions in app 'com.offerup', 24 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.ohmgames.knockdolls', 7 ad_requests with mean bid_floor 1.2; 2 sessions in app 'com.pixonic.wwr', 190 ad_requests with mean bid_floor 35.0; 3 sessions in app 'com.prank.sounds.funny.game.haircut.fart.air.horn', 4 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.redlinegames.attackhole', 200 ad_requests with mean bid_floor 85.8; 3 sessions in app 'com.sng.yatzy', 15 ad_requests with mean bid_floor 50.0; 10 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 419 ad_requests with mean bid_floor 16.1, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 8.2, 1 impressions of adomain 'voodoo.io' with mean price 12.3; 1 sessions in app 'com.staplegames.solitaireGP', 16 ad_requests with mean bid_floor 93.3; 3 sessions in app 'com.swiftgames.survival', 44 ad_requests with mean bid_floor 16.0, 1 clicks of adomain 'temu.com', 6 impressions of adomain 'temu.com' with mean price 44.7; 1 sessions in app 'com.tapped.drawrider', 9 ad_requests with mean bid_floor 118.7; 1 sessions in app 'com.tripledot.blackjack', 12 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.tripledot.woodoku', 73 ad_requests with mean bid_floor 5.9; 3 sessions in app 'com.vincentb.MobControl', 99 ad_requests with mean bid_floor 6.2, 2 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'flowersfoods.com' with mean price 0.4, 1 impressions of adomain 'prilosecotc.com' with mean price 0.5, 1 impressions of adomain 'target.com' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 25.9, 1 impressions of adomain 'vicks.com' with mean price 0.7, 8 impressions of adomain 'walmart.com' with mean price 1.4; 2 sessions in app 'com.wireless.defenseland', 21 ad_requests with mean bid_floor 13.7; 2 sessions in app 'com.world.war.defence', 12 ad_requests with mean bid_floor 28.4; 2 sessions in app 'com.x4d.live.wallpaper.pixel4d.hd4k', 12 ad_requests with mean bid_floor 4.5; 1 sessions in app 'com.zm.nuts', 20 ad_requests with mean bid_floor 7.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'freecash.com' with mean price 0.0, 3 impressions of adomain 'temu.com' with mean price 23.4; 4 sessions in app 'com.zombie.cup.puzzle', 47 ad_requests with mean bid_floor 2.1; 8 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 138 ad_requests with mean bid_floor 1.4, 1 impressions of adomain 'temu.com' with mean price 11.6; 1 sessions in app 'in.playsimple.wordsearch', 7 ad_requests with mean bid_floor 9.5; 1 sessions in app 'jp.co.goodroid.hyper.hexaaway', 54 ad_requests with mean bid_floor 13.7, 6 impressions of adomain 'temu.com' with mean price 39.5, 1 impressions of adomain 'wallawalla.org' with mean price 0.4; 2 sessions in app 'net.argongames.minitd2', 16 ad_requests with mean bid_floor 50.9; 2 sessions in app 'net.peakgames.toonblast', 9 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 6289;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 9492;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.182960993389695;partition is 2542;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP2_AG_100k_01_25_2025' 'com.murka.scatterslots_Android_CPA(purchase)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(5_mine_0_day)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_HIGH_VAR_AG_100k_01_25_2025' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA_prog4_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.redcell.goldandgoblins_Android_CPA(RV_finish)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_LOW_VAR_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'c00893c9-fcc0-4611-875f-cf99ec10ec27;'uuid is 'f4ab7107-785a-4cc5-a84e-f020600e2dbf';bid_timestamp is '2025-01-11 12:49:48';device_id is 'c00893c9-fcc0-4611-875f-cf99ec10ec27';biddate is '2025-01-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 93.1596234440803;target_cpi is 15;campaign is 57923;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.6112;placement_historical_value is 140.755789;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.8;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-11 12:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior_stats_in_past is '56 sessions in app 'com.balloon.master.cube.match', 2880 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'natifiedceringly.com' with mean price 35.2, 1 impressions of adomain 'receive-the-prize.online' with mean price 17.1, 1 clicks of adomain 'voodoo.io', 1 impressions of adomain 'voodoo.io' with mean price 36.8; 2 sessions in app 'com.bears.rain.instead.technique', 49 ad_requests with mean bid_floor 7.1; 2 sessions in app 'com.blackout.match3', 86 ad_requests with mean bid_floor 5.7, 1 impressions of adomain 'att.com' with mean price 0.5, 1 impressions of adomain 'mpl.live' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.3; 3 sessions in app 'com.blackout.spades', 151 ad_requests with mean bid_floor 18.5, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 93.2; 51 sessions in app 'com.gimica.sugarmatch', 4066 ad_requests with mean bid_floor 59.9, 1 impressions of adomain 'alen.com' with mean price 0.3, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'biolifeplasma.com' with mean price 0.4, 2 impressions of adomain 'freecash.com' with mean price 0.2, 4 impressions of adomain 'justdice.io' with mean price 0.8, 1 impressions of adomain 'liveatlumia.com' with mean price 0.6, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'pentlyconger.com' with mean price 0.5, 2 impressions of adomain 'squareup.com' with mean price 0.1; 7 sessions in app 'com.innplaylabs.animalkingdomraid', 356 ad_requests with mean bid_floor 394.9; 7 sessions in app 'com.mintgames.fantasycolor', 358 ad_requests with mean bid_floor 30.6; 24 sessions in app 'com.newpubco.spades', 1231 ad_requests with mean bid_floor 9.5, 2 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 1.0, 1 impressions of adomain 'danone.com' with mean price 0.6, 2 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.7, 1 impressions of adomain 'goodnes.com' with mean price 0.5, 1 impressions of adomain 'hellomillions.com' with mean price 26.5, 1 clicks of adomain 'jorisson.com', 2 impressions of adomain 'jorisson.com' with mean price 31.9, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 28.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.4, 1 impressions of adomain 'mcluck.com' with mean price 34.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'opvee.com' with mean price 0.9, 1 impressions of adomain 'paneraathome.com' with mean price 0.9, 2 impressions of adomain 'pluto.tv' with mean price 1.1, 6 impressions of adomain 'simplyorangejuice.com' with mean price 2.2, 1 impressions of adomain 'swishersweets.com' with mean price 1.0, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.6, 1 clicks of adomain 'track.brannege.com', 1 impressions of adomain 'track.brannege.com' with mean price 30.8; 19 sessions in app 'com.playvalve.spades', 1763 ad_requests with mean bid_floor 78.1, 1 impressions of adomain 'cash.app' with mean price 0.5; 32 sessions in app 'com.playvalve.watersort', 3540 ad_requests with mean bid_floor 126.0; 5 sessions in app 'com.set.starry.plain', 169 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.tripledot.woodoku', 3 ad_requests with mean bid_floor 3.7; 2 sessions in app 'com.up.up.study.copper', 103 ad_requests with mean bid_floor 4.9; 1 sessions in app 'downloader.video.download.free', 28 ad_requests with mean bid_floor 48.8, 1 clicks of adomain 'xd-website.tooltigers.com', 1 impressions of adomain 'xd-website.tooltigers.com' with mean price 35.0; 7 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 13.2';dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-17 20:07:40;dc_15roundended_before_d8_timestamp is 45674.7129861111;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-11 13:07:44;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.328723159140606;partition is 2972;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.partyup.blockjam_Android_CPI(install)_abdoul_V5_Appgrowth_New_100k_12_14_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '91678fd1-468c-4fe0-94f5-45857600468b;'uuid is 'b48d62df-5422-4ce9-abb0-3bb68327f065';bid_timestamp is '2025-02-08 15:46:54';device_id is '91678fd1-468c-4fe0-94f5-45857600468b';biddate is '2025-02-08';country is 'USA';app is 'com.catobilli.smashtobits';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 250;target_cpi is 7;campaign is 58302;creative_id is 229286;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 33.1356 ;min_floor is 33.1356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.38;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-08 15:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.catobilli.smashtobits', 310 ad_requests with mean bid_floor 13.8; 3 sessions in app 'com.kedwani.ouirnsdhbg', 121 ad_requests with mean bid_floor 19.7; 3 sessions in app 'com.tumblr', 49 ad_requests with mean bid_floor 22.4; 27 sessions in app 'net.peakgames.mobile.spades.android', 809 ad_requests with mean bid_floor 55.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 15:50:33;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.catobilli.smashtobits/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.421438570293169;partition is 2972;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_100k' 'com.block.juggle_Android_CPA(loop_ipu50)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ipu_168h_50)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_2000k' 'de.empfohlen_Android_CPA(purchase)_abdoul_V6_MMP_100k_01_08_2025' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(110)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd8f6ce63-d770-4b8d-b202-fdb9680bef86;'uuid is '3467e0ef-ca2e-46a6-8fd8-f9575a8e651d';bid_timestamp is '2025-02-07 18:00:03';device_id is 'd8f6ce63-d770-4b8d-b202-fdb9680bef86';biddate is '2025-02-07';country is 'USA';app is 'paint.by.number.pixel.art.coloring.drawing.puzzle';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 114 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vp';bid_floor is 47.7106 ;min_floor is 47.7106 ;bidmachine_placement_value is 50.236967;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 5149217 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '5149211';hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '3 sessions in app '14639_', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'beetles.puzzle.solitaire', 61 ad_requests with mean bid_floor 19.2; 3 sessions in app 'com.EternalStudio.DozerDemolish', 324 ad_requests with mean bid_floor 56.3; 3 sessions in app 'com.LoopGames.Domino', 121 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.alien.shooter.galaxy.attack', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.amanotes.beathopper', 48 ad_requests with mean bid_floor 57.8; 2 sessions in app 'com.bg.marble.ball.blast.game', 161 ad_requests with mean bid_floor 12.4; 1 sessions in app 'com.blackout.bubble', 7 ad_requests with mean bid_floor 13.2; 6 sessions in app 'com.cashday.reward', 72 ad_requests with mean bid_floor 256.4; 3 sessions in app 'com.crazy.plane.landing', 110 ad_requests with mean bid_floor 252.8; 1 sessions in app 'com.defense.bag.fight.mergegame', 639 ad_requests with mean bid_floor 18.5, 3 impressions of adomain 'pinterest.com' with mean price 11.8; 1 sessions in app 'com.downhill.race.league', 32 ad_requests with mean bid_floor 435.3; 2 sessions in app 'com.enflick.android.TextNow', 2 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.eureka.android', 3 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.free.dating.chat.love.simulation.crossroads', 1 ad_requests with mean bid_floor 7.8; 2 sessions in app 'com.funcell.petsimulator', 97 ad_requests with mean bid_floor 59.3; 1 sessions in app 'com.gametown.goodmatching.sortmaster3d', 6 ad_requests with mean bid_floor 68.6; 1 sessions in app 'com.health.record.bloodpressure', 6 ad_requests with mean bid_floor 8.9; 4 sessions in app 'com.hkjiuqu.popstar', 231 ad_requests with mean bid_floor 13.4; 1 sessions in app 'com.huracan.cuze', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.lilyxgame.cleanit', 19 ad_requests with mean bid_floor 15.8, 1 impressions of adomain 'firstinterstatebank.com' with mean price 0.4; 1 sessions in app 'com.littleengine.wordpal', 2 ad_requests with mean bid_floor 17.9; 4 sessions in app 'com.matteljv.uno', 30 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.meta.inno.sticker', 1 ad_requests with mean bid_floor 40.9; 1 sessions in app 'com.newpubco.spades', 23 ad_requests with mean bid_floor 16.6; 13 sessions in app 'com.onicore.backpack.rush', 659 ad_requests with mean bid_floor 3.1, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 13.6, 1 clicks of adomain 'newpub.co/business-empire', 1 impressions of adomain 'newpub.co/business-empire' with mean price 10.2, 2 clicks of adomain 'pinterest.com', 3 impressions of adomain 'pinterest.com' with mean price 14.3, 6 clicks of adomain 'snapchat.com', 8 impressions of adomain 'snapchat.com' with mean price 15.8, 2 clicks of adomain 'speedcash.com', 5 impressions of adomain 'speedcash.com' with mean price 13.4; 2 sessions in app 'com.playvalve.connect.dots', 117 ad_requests with mean bid_floor 63.8; 1 sessions in app 'com.playvalve.dominoes', 120 ad_requests with mean bid_floor 97.2, 2 impressions of adomain 'pinterest.com' with mean price 15.9; 2 sessions in app 'com.rockbite.zombieoutpost', 41 ad_requests with mean bid_floor 167.5; 1 sessions in app 'com.together.CrazyBus', 18 ad_requests with mean bid_floor 48.8; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.unicostudio.braintest', 5 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.unicostudio.usa.war.america', 7 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.weegoon.thiefpuzzle', 20 ad_requests with mean bid_floor 22.6; 1 sessions in app 'com.xia.familylife', 6 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.zareklamy', 27 ad_requests with mean bid_floor 27.8; 1 sessions in app 'com.zombie.idleminertycoon', 4 ad_requests with mean bid_floor 7.1; 3 sessions in app 'games.vaveda.militaryoverturn', 108 ad_requests with mean bid_floor 37.6; 3 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 7.4; 6 sessions in app 'io.supercent.prison', 135 ad_requests with mean bid_floor 9.0, 1 clicks of adomain 'newpub.co/business-empire', 1 impressions of adomain 'newpub.co/business-empire' with mean price 16.0; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 190 ad_requests with mean bid_floor 12.3, 4 impressions of adomain 'amazon.com' with mean price 0.5, 9 impressions of adomain 'implus.com' with mean price 0.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 50.0, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.4; 11 sessions in app 'relax.sleep.relaxation.sleepingsounds', 37 ad_requests with mean bid_floor 23.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 18:41:42;time_since_impression_in_hours is 1430;channel is 'USA/V/bidmachine/paint.by.number.pixel.art.coloring.drawing.puzzle/True/126';time_since_click_in_hours is 1430;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.996292846650452;partition is 2703;segments is ['coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_56999_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_MMP_100k_21_12_2024' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mounthorse.travelmatch_Android_CPI_abdoul_V3_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_500k' 'com.enflick.android.TextNow_Android_CPA(session_start)_abdoul_V3_100k' 'com.murka.scatterslots_apps_embeddings_similarity' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.enflick.android.TextNow_Android_CPA(session_start)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V4_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'e5e92346-9c68-465b-aeed-ffa4b4ddaaed;'uuid is 'd4a1067a-cab2-4a87-bf0e-e7f98c28b3bf';bid_timestamp is '2025-01-03 0:30:51';device_id is 'e5e92346-9c68-465b-aeed-ffa4b4ddaaed';biddate is '2025-01-03';country is 'USA';app is 'com.mobilityware.GolfSolitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.08355;target_cpi is 1.06781935704733;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'i';bid_floor is 2.07355 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 109 ;time_since_impression is 180208 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.87;prior_theme_impressions_count is 109;prior_tag_clicks_count is 31 ;time_since_click is '180205';hour is '2025-01-03 00:00:00+00:00';day_of_week is '4';os_version is 10;user_behavior_stats_in_past is '3 sessions in app 'and.brainworks.crossnumber', 28 ad_requests with mean bid_floor 0.5, 1 impressions of adomain 'cdw.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 4 impressions of adomain 'hrblock.com' with mean price 0.6, 1 impressions of adomain 'weather.com' with mean price 0.1; 3 sessions in app 'and.lihuhu.machingtriple', 113 ad_requests with mean bid_floor 31.7; 15 sessions in app 'art.of.find.hidden.object.puzzle.journey', 277 ad_requests with mean bid_floor 2.1, 3 impressions of adomain 'smuckers.com' with mean price 9.1; 1 sessions in app 'bible.trivia.quiz.question.answer.spelling.correct.knowledge.test.game', 6 ad_requests with mean bid_floor 2.6; 1 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 146 ad_requests with mean bid_floor 22.7, 1 impressions of adomain 'hrblock.com' with mean price 0.8, 2 impressions of adomain 'nutramaxlabs.com' with mean price 1.0, 5 impressions of adomain 'walmart.com' with mean price 1.9; 94 sessions in app 'coloring.color.number.happy.paint.art.drawing.puzzle', 13032 ad_requests with mean bid_floor 1.5, 5 impressions of adomain 'all-laundry.com' with mean price 0.2, 1 impressions of adomain 'allianztravelinsurance.com' with mean price 0.3, 108 impressions of adomain 'amazon.com' with mean price 0.4, 8 impressions of adomain 'arlo.com' with mean price 0.4, 4 impressions of adomain 'aveeno.com' with mean price 0.4, 1 impressions of adomain 'bidease.com_101931' with mean price 0.2, 4 impressions of adomain 'bissell.com' with mean price 0.4, 2 impressions of adomain 'brightpetnutrition.com' with mean price 0.3, 5 impressions of adomain 'chewy.com' with mean price 0.5, 2 impressions of adomain 'claritin.com' with mean price 0.2, 1 impressions of adomain 'click2cart.com' with mean price 0.1, 2 impressions of adomain 'clorox.com' with mean price 0.2, 6 impressions of adomain 'coca-cola.com' with mean price 0.3, 13 impressions of adomain 'colgate.com' with mean price 0.3, 4 impressions of adomain 'consumable.com' with mean price 0.2, 1 impressions of adomain 'covergirl.com' with mean price 0.2, 1 impressions of adomain 'cremocompany.com' with mean price 0.3, 1 impressions of adomain 'davines.com' with mean price 0.2, 1 impressions of adomain 'dialsoap.com' with mean price 0.3, 9 impressions of adomain 'doggiedailies.com' with mean price 0.4, 22 impressions of adomain 'dove.com' with mean price 0.3, 1 clicks of adomain 'dove.com', 2 impressions of adomain 'dyson.com' with mean price 0.3, 5 impressions of adomain 'elanco.us' with mean price 0.4, 3 impressions of adomain 'esupplements.com' with mean price 0.3, 1 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'fitbit.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 17 impressions of adomain 'gabb.com' with mean price 0.2, 15 impressions of adomain 'galderma.com' with mean price 0.3, 4 impressions of adomain 'google.com' with mean price 0.1, 6 impressions of adomain 'haleon.com' with mean price 0.3, 6 impressions of adomain 'hartz.com' with mean price 0.4, 2 impressions of adomain 'helloned.com' with mean price 0.1, 1 clicks of adomain 'helloned.com', 34 impressions of adomain 'hillspet.com' with mean price 0.3, 2 impressions of adomain 'hrblock.com' with mean price 0.4, 3 impressions of adomain 'instagram.com' with mean price 0.3, 2 impressions of adomain 'iottechnews.com' with mean price 0.1, 2 impressions of adomain 'irishspring.com' with mean price 0.4, 1 impressions of adomain 'jtv.com' with mean price 0.2, 2 impressions of adomain 'liquid-iv.com' with mean price 0.3, 10 impressions of adomain 'lorealparisusa.com' with mean price 0.3, 1 impressions of adomain 'mars.com' with mean price 0.2, 4 impressions of adomain 'medscape.org' with mean price 0.6, 4 impressions of adomain 'methodproducts.com' with mean price 0.3, 1 clicks of adomain 'methodproducts.com', 1 impressions of adomain 'missouri.quitlogix.org' with mean price 0.5, 1 impressions of adomain 'moroccanoil.com' with mean price 0.3, 3 impressions of adomain 'mrsmeyers.com' with mean price 0.2, 4 impressions of adomain 'naturessunshine.com' with mean price 0.4, 1 impressions of adomain 'naturesvariety.com' with mean price 0.3, 1 impressions of adomain 'neosporin.com' with mean price 0.4, 1 impressions of adomain 'networkadvertising.org' with mean price 0.2, 3 impressions of adomain 'neutrogena.com' with mean price 0.4, 2 impressions of adomain 'niveausa.com' with mean price 0.5, 1 impressions of adomain 'nordvpn.com' with mean price 0.5, 24 impressions of adomain 'nutrafol.com' with mean price 0.4, 30 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 2 impressions of adomain 'ogxbeauty.com' with mean price 0.3, 1 impressions of adomain 'okeeffescompany.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.5, 1 impressions of adomain 'opalescence.com' with mean price 0.4, 4 impressions of adomain 'orgain.com' with mean price 0.3, 4 impressions of adomain 'paulmitchell.com' with mean price 0.3, 1 impressions of adomain 'pepcid.com' with mean price 0.5, 1 impressions of adomain 'perdue.com' with mean price 0.3, 20 impressions of adomain 'petiq.com' with mean price 0.3, 4 impressions of adomain 'philips.com' with mean price 0.4, 7 impressions of adomain 'postconsumerbrands.com' with mean price 0.7, 2 impressions of adomain 'powerofresolve.com' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'pull-ups.com' with mean price 0.3, 10 impressions of adomain 'revlon.com' with mean price 0.9, 1 impressions of adomain 'rogaine.com' with mean price 0.7, 2 impressions of adomain 'royalcanin.com' with mean price 0.2, 1 impressions of adomain 'santanderus.com' with mean price 0.2, 2 impressions of adomain 'schiffvitamins.com' with mean price 0.4, 1 clicks of adomain 'schiffvitamins.com', 1 impressions of adomain 'schwarzkopf.com' with mean price 0.3, 3 impressions of adomain 'scottbrand.com' with mean price 0.2, 1 clicks of adomain 'scottbrand.com', 5 impressions of adomain 'sony.com' with mean price 1.4, 2 impressions of adomain 'starbucks.com' with mean price 0.2, 11 impressions of adomain 'starz.com' with mean price 0.4, 2 impressions of adomain 'textnow.com' with mean price 0.0, 3 impressions of adomain 'ultomirishcp.com' with mean price 0.5, 28 impressions of adomain 'unilever.com' with mean price 0.4, 1 impressions of adomain 'voquezna.com' with mean price 0.4, 11 impressions of adomain 'wellnesspetfood.com' with mean price 0.3, 5 impressions of adomain 'wellsfargo.com' with mean price 0.2, 64 impressions of adomain 'weruva.com' with mean price 0.4, 14 impressions of adomain 'whoop.com' with mean price 0.3, 1 impressions of adomain 'www.admile.com' with mean price 0.5, 2 impressions of adomain 'xifaxan.com' with mean price 0.6, 1 impressions of adomain 'zarbees.com' with mean price 0.4, 1 impressions of adomain 'ziwipets.com' with mean price 0.3, 1 impressions of adomain 'zyrtec.com' with mean price 0.3; 1 sessions in app 'com.aagbrothers.rideonquadbikeonline', 3 ad_requests with mean bid_floor 3.5; 4 sessions in app 'com.afgame.app.poolball', 30 ad_requests with mean bid_floor 31.7; 1 sessions in app 'com.an.shootingball.billiards3d', 10 ad_requests with mean bid_floor 2.8, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 1 impressions of adomain 'niveausa.com' with mean price 0.3, 1 impressions of adomain 'sony.com' with mean price 3.4; 1 sessions in app 'com.antivirus', 1 ad_requests with mean bid_floor 62.0; 1 sessions in app 'com.art.pixel.beauty.girl.games.paint.color.by.numbers', 14 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.4, 1 impressions of adomain 'revlon.com' with mean price 0.2; 1 sessions in app 'com.art.pixel.chill.hobby.games.paint.color.by.numbers', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.art.pixel.travel.games.paint.color.by.numbers', 7 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.bigsoft.drawanime.drawsketch', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.billiards.shooting.ball.pool', 10 ad_requests with mean bid_floor 9.9; 43 sessions in app 'com.bngame.app.woodblock', 502 ad_requests with mean bid_floor 56.3; 17 sessions in app 'com.cigame.app.poolrival', 301 ad_requests with mean bid_floor 30.8; 3 sessions in app 'com.crypt.gram.puzz', 106 ad_requests with mean bid_floor 12.2, 1 impressions of adomain 'dawndgt.com' with mean price 0.3, 1 impressions of adomain 'voquezna.com' with mean price 0.4; 2 sessions in app 'com.draw.one.line', 36 ad_requests with mean bid_floor 28.3, 1 impressions of adomain 'petiq.com' with mean price 0.5, 1 impressions of adomain 'weruva.com' with mean price 0.7; 2 sessions in app 'com.fairy.tale.happy.paint.by.number.coloring.game', 17 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 11.1; 31 sessions in app 'com.greyfun.block.puzzle.sudoku', 304 ad_requests with mean bid_floor 17.1; 1 sessions in app 'com.lemel.hiddengame', 13 ad_requests with mean bid_floor 7.3; 22 sessions in app 'com.liotek.lannbible', 41 ad_requests with mean bid_floor 72.1; 1 sessions in app 'com.maingame.newgame.tictactoe', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.miniit.bingo', 57 ad_requests with mean bid_floor 75.7; 1 sessions in app 'com.mintgames.colorpainting', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.mintgames.memorycolor', 6 ad_requests with mean bid_floor 3.7; 31 sessions in app 'com.mobilityware.CastleSolitaire', 1008 ad_requests with mean bid_floor 10.2, 1 impressions of adomain 'mckesson.com' with mean price 4.6, 2 clicks of adomain 'pinterest.com', 2 impressions of adomain 'pinterest.com' with mean price 9.1, 1 impressions of adomain 'zedge.net' with mean price 6.0; 3 sessions in app 'com.mobilityware.CrazyEights', 120 ad_requests with mean bid_floor 31.3, 4 impressions of adomain 'amazon.com' with mean price 0.1, 2 impressions of adomain 'experian.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 0.1, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'royalcanin.com' with mean price 0.1; 44 sessions in app 'com.mobilityware.GolfSolitaire', 1632 ad_requests with mean bid_floor 6.5, 1 impressions of adomain 'actharhcp.com' with mean price 5.0, 1 clicks of adomain 'apero.global', 2 impressions of adomain 'apero.global' with mean price 3.7, 3 clicks of adomain 'belka-games.com', 4 impressions of adomain 'belka-games.com' with mean price 1.7, 1 impressions of adomain 'com.sn.tile.Match3D.falling.puzzle' with mean price 2.3, 1 clicks of adomain 'com.sn.tile.Match3D.falling.puzzle', 1 impressions of adomain 'cuvitruhcp.com' with mean price 2.4, 1 clicks of adomain 'doc-hosting.flycricket.io', 2 impressions of adomain 'doc-hosting.flycricket.io' with mean price 2.0, 2 impressions of adomain 'hcp-asthma-medication.com' with mean price 11.2, 2 clicks of adomain 'healthapplines.com', 2 impressions of adomain 'healthapplines.com' with mean price 1.6, 1 impressions of adomain 'i2978cec.app-ads-txt.com' with mean price 1.4, 1 impressions of adomain 'jtv.com' with mean price 1.7, 1 clicks of adomain 'jtv.com', 1 impressions of adomain 'metacoregames.com' with mean price 1.9, 2 impressions of adomain 'mhitpoker.com' with mean price 1.8, 1 clicks of adomain 'mhitpoker.com', 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 7.9, 1 clicks of adomain 'pluto.tv', 1 impressions of adomain 'pluto.tv' with mean price 1.9, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 2.6, 3 clicks of adomain 'technify.vn', 3 impressions of adomain 'technify.vn' with mean price 1.7, 6 clicks of adomain 'tubitv.com', 9 impressions of adomain 'tubitv.com' with mean price 2.0, 4 impressions of adomain 'y551ac2d.app-ads-txt.com' with mean price 1.9; 37 sessions in app 'com.mobilityware.Spades', 2878 ad_requests with mean bid_floor 11.1, 2 impressions of adomain '9snail.com' with mean price 3.9, 1 impressions of adomain 'consumertestconnect.com' with mean price 2.3, 1 impressions of adomain 'e2325c139.app-ads-txt.com' with mean price 2.7, 1 impressions of adomain 'fiverr.com' with mean price 6.5, 1 clicks of adomain 'mhitpoker.com', 2 impressions of adomain 'mhitpoker.com' with mean price 2.8, 3 clicks of adomain 'pinterest.com', 3 impressions of adomain 'pinterest.com' with mean price 6.2, 1 impressions of adomain 'premierprotein.com' with mean price 4.5, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 2.1; 2 sessions in app 'com.mobilityware.freecell', 43 ad_requests with mean bid_floor 7.8; 3 sessions in app 'com.mobilityware.spider', 143 ad_requests with mean bid_floor 19.5, 7 impressions of adomain 'medscape.com' with mean price 0.3; 1 sessions in app 'com.musicho.andro', 3 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.newpubco.spades', 180 ad_requests with mean bid_floor 12.6, 1 impressions of adomain 'chewy.com' with mean price 0.4, 10 impressions of adomain 'coca-colacompany.com' with mean price 2.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'elanco.us' with mean price 0.3, 1 impressions of adomain 'kobayashi.com' with mean price 1.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 1.0, 3 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.2, 3 impressions of adomain 'seedsnsuch.com' with mean price 0.3, 4 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'unilever.com' with mean price 0.3, 1 impressions of adomain 'vicks.com' with mean price 0.3, 2 impressions of adomain 'whimzees.com' with mean price 1.0; 1 sessions in app 'com.pgzng.quicktranslator', 5 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.platinumplayer.word.addict', 198 ad_requests with mean bid_floor 25.1; 3 sessions in app 'com.sciplay.solitairepuzzle', 30 ad_requests with mean bid_floor 67.8; 1 sessions in app 'com.severex.word.connect.puzzles.association', 6 ad_requests with mean bid_floor 3.5; 32 sessions in app 'com.smallpuzzle.blocksudoku', 334 ad_requests with mean bid_floor 3.2; 2 sessions in app 'com.sports.eightball.pool.rival', 13 ad_requests with mean bid_floor 14.6; 2 sessions in app 'com.stgame.app.onnect', 28 ad_requests with mean bid_floor 26.2; 3 sessions in app 'com.tarboosh.collectemall', 139 ad_requests with mean bid_floor 5.8, 1 impressions of adomain 'coca-colacompany.com' with mean price 2.2; 2 sessions in app 'com.tripledot.woodoku', 132 ad_requests with mean bid_floor 15.7, 1 impressions of adomain 'www.learnings.ai' with mean price 0.1, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.0; 1 sessions in app 'com.vgames.millionairegoldendeal', 39 ad_requests with mean bid_floor 98.9; 5 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 138 ad_requests with mean bid_floor 2.2, 7 impressions of adomain 'hrblock.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 1.8; 4 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 140 ad_requests with mean bid_floor 5.7, 5 impressions of adomain 'hrblock.com' with mean price 0.8; 3 sessions in app 'in.playsimple.tripcross', 122 ad_requests with mean bid_floor 4.9; 1 sessions in app 'in.playsimple.wordbingo', 4 ad_requests with mean bid_floor 7.1; 2 sessions in app 'in.playsimple.wordtour', 38 ad_requests with mean bid_floor 5.8, 1 impressions of adomain 'pinterest.com' with mean price 10.8; 11 sessions in app 'in.playsimple.wordtrip', 47 ad_requests with mean bid_floor 9.9; 14 sessions in app 'kidultlovin.word.zen', 665 ad_requests with mean bid_floor 23.7, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'calquence.com' with mean price 0.2, 1 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.5, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 1 clicks of adomain 'pinterest.com', 1 impressions of adomain 'pinterest.com' with mean price 13.8, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'sling.com' with mean price 0.2, 1 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'uscellular.com' with mean price 0.2, 24 impressions of adomain 'walmart.com' with mean price 1.3, 4 impressions of adomain 'weruva.com' with mean price 0.6, 1 impressions of adomain 'xtandi.com' with mean price 0.1; 1 sessions in app 'movie.trivia.film.quiz.guess.star.question.answer.knowledge.test.game', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'trivia.master.question.quiz.answer.crack.star.millionaire.free.knowledge', 361 ad_requests with mean bid_floor 32.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45661.6994675926;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 0:51:52;time_since_impression_in_hours is 50;channel is 'USA/I/bidmachine/com.mobilityware.GolfSolitaire/False/192';time_since_click_in_hours is 50;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.727919160354554;partition is 189;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'easy.sudoku.puzzle.solver.free_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'ffab78b4-0434-4d0e-b6d4-f3d48f7fe86e;'uuid is 'c0e3de46-d425-40f3-a744-4f634204b70d';bid_timestamp is '2025-01-31 5:24:16';device_id is 'ffab78b4-0434-4d0e-b6d4-f3d48f7fe86e';biddate is '2025-01-31';country is 'USA';app is 'com.cal.unit.conver';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 6.01283697011808;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 371 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-31 05:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '16 sessions in app 'com.cal.unit.conver', 368 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.newpubco.spades', 9 ad_requests with mean bid_floor 15.4; 1 sessions in app 'com.virtual.mother.simulator.mom.game', 6 ad_requests with mean bid_floor 5.8; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 2.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-31 5:32:29;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.cal.unit.conver/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0805978249751794;partition is 3470;segments is ['explore']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'bd6726c2-c4ba-45dc-be38-d768b27cca1b;'uuid is '2008dd37-d5c2-42b3-ac1e-91eb3d017317';bid_timestamp is '2025-01-03 15:41:40';device_id is 'bd6726c2-c4ba-45dc-be38-d768b27cca1b';biddate is '2025-01-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 20;target_cpi is 2;campaign is 57767;creative_id is 219049;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 5.936;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 11452996 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 2.77;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '11452990';hour is '2025-01-03 15:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'com.blackout.spades', 117 ad_requests with mean bid_floor 42.0; 2 sessions in app 'com.os.airforce', 60 ad_requests with mean bid_floor 121.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-03 15:44:32;time_since_impression_in_hours is 3181;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3181;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.691615004128976;partition is 259;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '9e89e91a-e501-494d-9fa2-52fa8e89a8dc;'uuid is '6d448972-e069-4e9f-92e7-67632f0e08be';bid_timestamp is '2025-01-15 19:53:43';device_id is '9e89e91a-e501-494d-9fa2-52fa8e89a8dc';biddate is '2025-01-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 63.1281489506363;target_cpi is 1.5;campaign is 57970;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 67.84;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 10958376 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.19;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is '13215492';hour is '2025-01-15 19:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.blackout.spades', 47 ad_requests with mean bid_floor 29.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 63.1; 7 sessions in app 'com.jackpot.fever.slots.android', 107 ad_requests with mean bid_floor 3.2; 2 sessions in app 'com.newpubco.spades', 74 ad_requests with mean bid_floor 20.4, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'olay.com' with mean price 0.7, 7 impressions of adomain 'paxlovid.com' with mean price 1.5, 1 impressions of adomain 'subaru.com' with mean price 0.6, 2 impressions of adomain 'tech.pokergaga.net' with mean price 93.3, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 4 impressions of adomain 'uscellular.com' with mean price 0.6, 2 impressions of adomain 'walgreens.com' with mean price 0.9; 19 sessions in app 'com.ninthart.board.beastgo', 32 ad_requests with mean bid_floor 1.1; 5 sessions in app 'com.run.systemcleaner', 7 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.smarteye.throwinthecup', 4 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.superplaystudios.dicedreams', 4 ad_requests with mean bid_floor 10.2; 1 sessions in app 'io.voodoo.paper2', 12 ad_requests with mean bid_floor 54.1, 1 impressions of adomain 'popeyes.com' with mean price 3.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-15 19:57:04;time_since_impression_in_hours is 3043;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3671;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0646262544815958;partition is 24;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'embeddings_centroid_similarity_installs_1191435163' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd52a976a-e219-49a1-bef5-448df5c1c747;'uuid is '2cb99e06-1362-4b23-91a7-67e84901298b';bid_timestamp is '2024-12-27 18:11:08';device_id is 'd52a976a-e219-49a1-bef5-448df5c1c747';biddate is '2024-12-27';country is 'USA';app is 'gin.rummy.ginrummy.free.online.offline.classic.card.game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 56.189225878594;target_cpi is 1.89375231692743;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 70.666667;placement_historical_value is 59.017284;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 156615 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.82;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '156438';hour is '2024-12-27 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'RkKlGCp1RlvgcKCga79AVGWQtyXlrSKiuNrLHCUvdHh2kXPkjQEzb--UDqlNHKdStuT2fEOQChFjlyM3-1xuO_LSbq-Phg5bwxP3hQoRr_M', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'beetles.puzzle.solitaire', 12 ad_requests with mean bid_floor 29.9; 7 sessions in app 'com.bonnie.trafficescape', 105 ad_requests with mean bid_floor 5.5, 6 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.4, 1 impressions of adomain 'meater.com' with mean price 0.4, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'redbull.com' with mean price 0.1, 1 impressions of adomain 'wbd.com' with mean price 0.3; 4 sessions in app 'com.gimica.treasuremaster', 344 ad_requests with mean bid_floor 176.5; 2 sessions in app 'com.jackpotwinner.slots', 8 ad_requests with mean bid_floor 2.6; 312 sessions in app 'com.liotek.lannbible', 875 ad_requests with mean bid_floor 22.9; 5 sessions in app 'com.newpubco.spades', 243 ad_requests with mean bid_floor 11.7, 1 impressions of adomain 'archwellhealth.com' with mean price 1.0, 2 impressions of adomain 'bobbycombsrvcenter.com' with mean price 0.4, 1 impressions of adomain 'com.koykogames.Euphoria21Adventure' with mean price 0.1, 2 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 17.2, 1 impressions of adomain 'draftkings.com' with mean price 0.1, 1 impressions of adomain 'hyundaiusa.com' with mean price 1.1, 1 impressions of adomain 'mcluck.com' with mean price 16.5, 1 impressions of adomain 'scientificgames.com' with mean price 16.3, 1 impressions of adomain 'zscaler.com' with mean price 1.0; 37 sessions in app 'com.playvalve.solitaire', 1547 ad_requests with mean bid_floor 138.7, 6 impressions of adomain 'amazon.com' with mean price 0.6, 6 impressions of adomain 'ddcaz.com' with mean price 0.5, 1 impressions of adomain 'google.com' with mean price 0.8, 1 impressions of adomain 'mbkseniorliving.com' with mean price 1.0, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.2, 3 impressions of adomain 'yocanblack.com' with mean price 0.4; 1 sessions in app 'com.use.specie.scratch.card', 29 ad_requests with mean bid_floor 116.4; 10 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 257 ad_requests with mean bid_floor 6.4, 11 impressions of adomain 'cdw.com' with mean price 0.7, 1 impressions of adomain 'coloplastmenshealth.com' with mean price 1.2, 1 impressions of adomain 'diamondkitchenandbath.com' with mean price 0.7, 1 impressions of adomain 'libertytax.com' with mean price 0.9, 1 impressions of adomain 'liveataugustineatglendale.com' with mean price 0.7; 6 sessions in app 'holy.bible.kjv.kingjamesbible.verse.biblia', 9 ad_requests with mean bid_floor 36.1; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 13.2; 3 sessions in app 'solitaire.klondike.classic.card.games', 32 ad_requests with mean bid_floor 32.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 23:41:41;time_since_impression_in_hours is 43;channel is 'USA/I/bidmachine/gin.rummy.ginrummy.free.online.offline.classic.card.game/False/482';time_since_click_in_hours is 43;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.983977567972284;partition is 3831;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'bloom_gin.rummy.ginrummy.free.online.offline.classic.card.game_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'bloom_gin.rummy.ginrummy.free.online.offline.classic.card.game_USA_30d' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_100k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'bloom_gin.rummy.ginrummy.free.online.offline.classic.card.game_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'ebd7abbc-4dce-4828-b553-3e2e2975f4fe;'uuid is '77a6d5b7-4966-49c0-9ba4-982badee6e63';bid_timestamp is '2025-01-09 2:09:56';device_id is 'ebd7abbc-4dce-4828-b553-3e2e2975f4fe';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 12.8034242987632;target_cpi is 0.8;campaign is 57765;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 25 ;time_since_impression is 29747357 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.98;prior_theme_impressions_count is 25;prior_tag_clicks_count is 4 ;time_since_click is '29747347';hour is '2025-01-09 02:00:00+00:00';day_of_week is '3';os_version is 10;user_behavior_stats_in_past is '2 sessions in app 'com.aladinfun.islandking.android', 14 ad_requests with mean bid_floor 17.2; 10 sessions in app 'com.blackout.spades', 1649 ad_requests with mean bid_floor 33.3, 5 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'mars.com' with mean price 1.4, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'redbull.com' with mean price 1.3, 1 impressions of adomain 'trihealth.com' with mean price 1.0; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 11.0; 2 sessions in app 'com.hunterhamster.snailbob3', 15 ad_requests with mean bid_floor 6.6; 3 sessions in app 'com.hyperdotstudios.swampattack2', 91 ad_requests with mean bid_floor 2.8; 166 sessions in app 'com.metropcs.metrozone', 1608 ad_requests with mean bid_floor 69.1; 3 sessions in app 'com.newpubco.spades', 210 ad_requests with mean bid_floor 12.0, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 17.0, 1 impressions of adomain 'mars.com' with mean price 0.4, 3 impressions of adomain 'productmadness.com' with mean price 36.6, 2 impressions of adomain 'spectrum.com' with mean price 1.3, 3 impressions of adomain 'thelandingcincy.com' with mean price 0.7, 1 impressions of adomain 'thelandingdispensaries.com' with mean price 0.7, 6 impressions of adomain 'trihealth.com' with mean price 1.7, 1 impressions of adomain 'urb.shop' with mean price 1.0; 6 sessions in app 'com.onegame.beanworldsuper', 56 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.sciplay.dancingdrumsslots', 34 ad_requests with mean bid_floor 47.7; 11 sessions in app 'dots.eat.bean.feast.puzzle.games', 859 ad_requests with mean bid_floor 27.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-09 2:39:13;time_since_impression_in_hours is 8263;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 8263;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.00655393571739504;partition is 4059;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '39b0c58f-f16c-4b95-8776-f22312446418;'uuid is '1e4c867b-e962-47f6-a358-803ff417571f';bid_timestamp is '2025-02-07 18:00:09';device_id is '39b0c58f-f16c-4b95-8776-f22312446418';biddate is '2025-02-07';country is 'USA';app is 'com.nova.popstaren';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 228773;session_duration is 719 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 33.1356 ;min_floor is 33.1356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'app.feelsy', 2 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.AcidSheepGames.FantasyDice', 212 ad_requests with mean bid_floor 37.4; 1 sessions in app 'com.Konsordo.BackflipMaster2', 9 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.WalkTalk.FlightMaster', 9 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.anilymepro.ani', 9 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 9 ad_requests with mean bid_floor 24.9, 1 clicks of adomain 'hungrystudio.com/blocks', 1 impressions of adomain 'hungrystudio.com/blocks' with mean price 70.4; 1 sessions in app 'com.friendsgamesincubator.drawtheline', 3 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.idle.egg.factory.inc.tycoon', 11 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.outfit7.mytalkingtom2', 12 ad_requests with mean bid_floor 10.3; 2 sessions in app 'com.riseup.game', 14 ad_requests with mean bid_floor 31.6; 7 sessions in app 'com.tenic.tenic', 25 ad_requests with mean bid_floor 0.5; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.8; 1 sessions in app 'nexup.trs.screw', 20 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-02-07 18:10:07;0_timestamp is 2025-02-07 18:10:07;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.nova.popstaren/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.860719955044013;partition is 2031;segments is ['com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(5_mine_0_day)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_500k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(af_login)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(hardget)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V4_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd72f47df-5541-419d-9ebb-e1cd983276dd;'uuid is 'e0eb1311-6115-4ab7-8cca-a66127d591ac';bid_timestamp is '2025-01-02 3:59:53';device_id is 'd72f47df-5541-419d-9ebb-e1cd983276dd';biddate is '2025-01-02';country is 'USA';app is 'com.block.juggle';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '71ee91ab3c537d1ad0f7a9438868f199';display_manager is 'applovin';raw_price is 18.619166869011;target_cpi is 1.78887349384715;campaign is 57724;creative_id is 222568;session_duration is 1737 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 9.492537;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1.09;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-02 03:00:00+00:00';day_of_week is '3';os_version is 15;user_behavior_stats_in_past is '52 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 5163 ad_requests with mean bid_floor 14.0, 4 clicks of adomain 'crypto.com', 9 impressions of adomain 'crypto.com' with mean price 8.2, 2 impressions of adomain 'dreamgames.com' with mean price 6.5, 3 impressions of adomain 'governorofpoker.com' with mean price 6.3, 3 impressions of adomain 'king.com' with mean price 5.6, 1 clicks of adomain 'king.com', 7 impressions of adomain 'monopoly-poker.com' with mean price 5.7, 3 clicks of adomain 'monopoly-poker.com', 2 impressions of adomain 'productmadness.com' with mean price 5.2, 1 clicks of adomain 'productmadness.com', 1 clicks of adomain 'scopely.com', 2 impressions of adomain 'scopely.com' with mean price 4.5, 1 clicks of adomain 'scorewarrior.com', 1 impressions of adomain 'scorewarrior.com' with mean price 6.1, 2 clicks of adomain 'tech.pokergaga.net', 3 impressions of adomain 'tech.pokergaga.net' with mean price 5.8, 7 clicks of adomain 'underdogfantasy.com', 9 impressions of adomain 'underdogfantasy.com' with mean price 5.6, 8 impressions of adomain 'walmart.com' with mean price 4.9, 1 impressions of adomain 'welloflife.com' with mean price 4.6; 1 sessions in app 'net.peakgames.mobile.spades.android', 27 ad_requests with mean bid_floor 33.4';dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-05 19:49:51;dc_15roundended_before_d8_timestamp is 45660.7385532407;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 4:05:57;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/com.block.juggle/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.997658803792231;partition is 458;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is 'ba6f8e4b-51eb-492d-a9df-6cfcd7b9d995';bid_timestamp is '2025-02-07 17:56:57';device_id is '871da9c5-4c40-48c6-8daf-97c84e2002ce';biddate is '2025-02-07';country is 'USA';app is 'com.cardio.compass.bloodpressure';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 511 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vp';bid_floor is 14.5856 ;min_floor is 14.5856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-02-07 18:01:03;0_timestamp is 2025-02-07 18:01:03;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.cardio.compass.bloodpressure/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.740764016072282;partition is 1989;segments is []"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '55adf195-a55a-40c8-b7a6-bc9b87cb2430;'uuid is '3f36f6d8-e0a2-4b9e-a713-0d9ab5e999c9';bid_timestamp is '2025-01-12 8:48:37';device_id is '55adf195-a55a-40c8-b7a6-bc9b87cb2430';biddate is '2025-01-12';country is 'USA';app is 'com.blackout.gin';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 78.4576492472523;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 29.68;placement_historical_value is 67.201524;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 2674724 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 7.39;prior_theme_impressions_count is 1;prior_tag_clicks_count is 4 ;time_since_click is '2674700';hour is '2025-01-12 08:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '1 sessions in app '-26VZYcaxeg7KdpuvwNjEdDOCOULvBYHlMRRHx_87CTdoJ8rwupq1tKZGQ2njBe03aqxf0mlzROtSrz0sOhMwU2EvW0c_2MCTWAcLfo3FZM', 0 ad_requests with mean bid_floor 0.0; 7 sessions in app 'air.com.beachbumgammon', 71 ad_requests with mean bid_floor 24.0; 1 sessions in app 'beetles.puzzle.solitaire', 41 ad_requests with mean bid_floor 13.5; 8 sessions in app 'co.aviagames.mtp.billiards.samsung', 31 ad_requests with mean bid_floor 86.0; 4 sessions in app 'com.MoneyBingo.LuckyRewards.CashGame.BigWinner', 18 ad_requests with mean bid_floor 30.2; 1 sessions in app 'com.RealMoneyBingo.WinCashRewards.BountyGam', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.TikGames.DominoMaster', 34 ad_requests with mean bid_floor 13.1; 11 sessions in app 'com.WhatWapp.Backgammon.Multiplayer', 36 ad_requests with mean bid_floor 23.3; 1 sessions in app 'com.bagelcode.slots1', 4 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.balloon.master.cube.match', 18 ad_requests with mean bid_floor 15.3, 1 impressions of adomain 'paintbynumber.app' with mean price 0.8; 1 sessions in app 'com.balloon.triple.match.master3d.game', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.belkatechnologies.clockmaker', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.bigcake.android.dicemerge', 53 ad_requests with mean bid_floor 4.4, 2 impressions of adomain 'adp.com' with mean price 1.2, 3 impressions of adomain 'advantagestorage.net' with mean price 1.1, 1 impressions of adomain 'amlegendhomes.com' with mean price 0.8, 2 impressions of adomain 'cdc.gov' with mean price 1.4, 1 impressions of adomain 'cedarcreekpools.com' with mean price 0.7, 2 impressions of adomain 'hrblock.com' with mean price 0.9, 1 impressions of adomain 'iclusig.com' with mean price 0.7, 1 impressions of adomain 'nutrafol.com' with mean price 0.9, 1 impressions of adomain 'pamhealth.com' with mean price 1.2; 1 sessions in app 'com.bingo.legends.game', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.bingoheaven.crazy.fungame', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.blackout.backgammon', 15 ad_requests with mean bid_floor 19.3; 1 sessions in app 'com.blackout.gin', 26 ad_requests with mean bid_floor 9.1, 2 impressions of adomain 'mobilityware.com' with mean price 1.8; 2 sessions in app 'com.blackout.spades', 44 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.brainium.solitairefree', 38 ad_requests with mean bid_floor 7.2; 4 sessions in app 'com.clean888.cleansuper.cleaner', 119 ad_requests with mean bid_floor 44.5, 1 clicks of adomain 'bingocash.com', 1 impressions of adomain 'bingocash.com' with mean price 223.9; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 14 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.deletedphotorecovery.filerecovery.restoredata', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.easybrain.backgammon.board.games', 232 ad_requests with mean bid_floor 60.2, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.7, 1 impressions of adomain 'depend.com' with mean price 0.6, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.4, 1 impressions of adomain 'freedomdodgechryslerjeepram.com' with mean price 0.7, 1 impressions of adomain 'goodnites.com' with mean price 0.6, 1 impressions of adomain 'metamucil.com' with mean price 1.2, 1 impressions of adomain 'moshy-dev.xyz' with mean price 0.2, 1 impressions of adomain 'placeholder.com' with mean price 0.7, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'secret.com' with mean price 0.2, 1 impressions of adomain 'stellaartois.com' with mean price 1.0, 1 impressions of adomain 'tnuck.com' with mean price 0.2; 1 sessions in app 'com.fiogonia.spades', 60 ad_requests with mean bid_floor 4.3; 3 sessions in app 'com.funcraft.farkle', 81 ad_requests with mean bid_floor 79.3; 2 sessions in app 'com.funtomic.matchmasters', 2 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.gameberrylabs.backgammonfriends', 51 ad_requests with mean bid_floor 10.0; 4 sessions in app 'com.goods.master3d.triple.puzzle', 259 ad_requests with mean bid_floor 199.4, 1 impressions of adomain 'sharecare.com' with mean price 0.5; 2 sessions in app 'com.hyilmaz.spades', 79 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.idle.food.bar.tycoon', 17 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.innplaylabs.animalkingdomraid', 50 ad_requests with mean bid_floor 546.8; 1 sessions in app 'com.kamagames.keno', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.mattel163.phase10', 56 ad_requests with mean bid_floor 251.1; 4 sessions in app 'com.menagerie.merge.fun.avatar', 55 ad_requests with mean bid_floor 2.7; 2 sessions in app 'com.merge.mania.fruit.wonderful', 12 ad_requests with mean bid_floor 2.2; 3 sessions in app 'com.merge.vogue.hue.amazing', 24 ad_requests with mean bid_floor 41.0; 1 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 11 ad_requests with mean bid_floor 2.4; 3 sessions in app 'com.miniclip.eightballpool', 16 ad_requests with mean bid_floor 14.7; 5 sessions in app 'com.mustardgames.police.bike.stunt.mega.ramp.impossibletracks', 77 ad_requests with mean bid_floor 41.6; 1 sessions in app 'com.mytona.seekersnotes.android', 4 ad_requests with mean bid_floor 85.5; 1 sessions in app 'com.newpubco.spades', 26 ad_requests with mean bid_floor 65.2, 1 impressions of adomain 'bestweb3.com' with mean price 1.0, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 7.9, 1 impressions of adomain 'com.fortune2.tide' with mean price 5.8, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.8, 1 impressions of adomain 'jorisson.com' with mean price 0.9, 1 impressions of adomain 'murka.com' with mean price 0.8, 1 impressions of adomain 'spinxgames.com' with mean price 2.1; 1 sessions in app 'com.opgames.mahjongtile.gp', 12 ad_requests with mean bid_floor 113.8, 1 impressions of adomain 'jorisson.com' with mean price 7.2; 1 sessions in app 'com.otsbet.app', 6 ad_requests with mean bid_floor 0.0; 12 sessions in app 'com.papaya.bingocash', 46 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.papaya.bubblecash', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.pj.mobilesecurity.antivirus', 11 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.playvalve.connect.dots', 20 ad_requests with mean bid_floor 56.1; 1 sessions in app 'com.playvalve.crossword', 38 ad_requests with mean bid_floor 226.7; 8 sessions in app 'com.playvalve.dominoes', 747 ad_requests with mean bid_floor 180.1, 1 clicks of adomain 'bingocash.com', 1 impressions of adomain 'bingocash.com' with mean price 226.8; 1 sessions in app 'com.playvalve.solitaire', 44 ad_requests with mean bid_floor 45.0, 1 impressions of adomain 'amazon.com' with mean price 1.1, 1 impressions of adomain 'bidease.com_101931' with mean price 2.0, 1 impressions of adomain 'lastminute.com' with mean price 2.0; 12 sessions in app 'com.playvalve.solitaire.spider', 1819 ad_requests with mean bid_floor 106.6, 5 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'exmox.com' with mean price 1.3, 1 impressions of adomain 'magairports.com' with mean price 0.3, 1 impressions of adomain 'mistplay.com' with mean price 0.5, 3 impressions of adomain 'morganandco.com' with mean price 0.9, 2 impressions of adomain 'mybambu.com' with mean price 2.7, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 3 impressions of adomain 'tovala.com' with mean price 0.9, 2 clicks of adomain 'www.niuaigo.com', 2 impressions of adomain 'www.niuaigo.com' with mean price 81.7; 1 sessions in app 'com.playvalve.spades', 22 ad_requests with mean bid_floor 91.4; 1 sessions in app 'com.playvalve.tc', 63 ad_requests with mean bid_floor 127.1; 10 sessions in app 'com.playvalve.yatzy', 4172 ad_requests with mean bid_floor 219.4, 5 impressions of adomain 'jorisson.com' with mean price 20.9, 1 impressions of adomain 'paintbynumber.app' with mean price 0.8, 3 impressions of adomain 'ulta.com' with mean price 1.6; 1 sessions in app 'com.purplekiwii.vegaskeno', 4 ad_requests with mean bid_floor 16.0; 2 sessions in app 'com.redcell.goldandgoblins', 8 ad_requests with mean bid_floor 10.6; 3 sessions in app 'com.solitaire.cards.deluxe', 33 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.tonia.shelf.match.money.market.gain', 13 ad_requests with mean bid_floor 10.6; 1 sessions in app 'com.traffic.though.simply', 11 ad_requests with mean bid_floor 10.8; 2 sessions in app 'com.tripledot.solitaire', 19 ad_requests with mean bid_floor 22.7; 1 sessions in app 'com.tsoft.pdfreader', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.utils.antivirustoolkit', 52 ad_requests with mean bid_floor 83.5; 1 sessions in app 'com.vitastudio.spider', 16 ad_requests with mean bid_floor 11.9, 1 impressions of adomain 'reyeslaw.com' with mean price 0.8; 1 sessions in app 'com.vizorapps.klondike', 2 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.volleyball.beach.leisurely.merge', 12 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 2 ad_requests with mean bid_floor 146.7; 12 sessions in app 'com.zynga.backgammonplus', 172 ad_requests with mean bid_floor 49.2; 4 sessions in app 'games.conifer.card.spider.solitaire.free', 17 ad_requests with mean bid_floor 23.5; 4 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 271 ad_requests with mean bid_floor 9.3, 2 clicks of adomain 'com.tacticalsyndicate.assess', 2 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 65.0, 1 impressions of adomain 'spinxgames.com' with mean price 2.2, 3 impressions of adomain 'temu.com' with mean price 51.3; 2 sessions in app 'gin.rummy.plus.free.online.offline.classic.card.game', 37 ad_requests with mean bid_floor 8.2; 5 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 156 ad_requests with mean bid_floor 8.6, 2 impressions of adomain 'betonline.ag' with mean price 0.9, 1 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'mistplay.com' with mean price 0.5, 2 impressions of adomain 'wildcasino.ag' with mean price 0.8; 3 sessions in app 'khawar_softs.blood_pressure_tracker.blood_pressure_checker.blood_pressure_diary.bp_checker_diary', 566 ad_requests with mean bid_floor 29.2; 6 sessions in app 'solitaire.collection.klondike.spider.card.games', 23 ad_requests with mean bid_floor 8.8; 1 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 21 ad_requests with mean bid_floor 13.5; 3 sessions in app 'spider.solitaire.classic.card.games.makeup', 13 ad_requests with mean bid_floor 21.7; 1 sessions in app 'spot.hidden.difference', 11 ad_requests with mean bid_floor 39.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45673.743900463;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-12 8:54:06;time_since_impression_in_hours is 742;channel is 'USA/I/bidmachine/com.blackout.gin/False/247';time_since_click_in_hours is 743;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.402882397818755;partition is 654;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_100k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 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'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_100k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_apps_embeddings_similarity' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPA(in-app_purchase)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2ed6b26c-a684-4ecd-a172-da77989d1869;'uuid is '2adfe8e2-d588-4abb-98f5-5874969e433f';bid_timestamp is '2024-12-23 11:06:29';device_id is '2ed6b26c-a684-4ecd-a172-da77989d1869';biddate is '2024-12-23';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 155.63073940969;target_cpi is 8.6511863073397;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.6112;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 2206981 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.08;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is '2206966';hour is '2024-12-23 11:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'and.lihuhu.woober', 107 ad_requests with mean bid_floor 58.3, 1 impressions of adomain 'cash.app' with mean price 0.4, 7 impressions of adomain 'onlinemediasolutions.com' with mean price 0.5, 2 impressions of adomain 'scandinaviandesigns.com' with mean price 1.3; 10 sessions in app 'com.bigcake.android.dicemerge', 425 ad_requests with mean bid_floor 18.0, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'brand-acumen-studios.com' with mean price 0.6, 1 impressions of adomain 'clorox.com' with mean price 0.6, 4 impressions of adomain 'colgate.com' with mean price 0.6, 2 impressions of adomain 'depend.com' with mean price 0.7, 2 impressions of adomain 'dlapiper.com' with mean price 2.5, 4 impressions of adomain 'ecoatm.com' with mean price 1.5, 3 impressions of adomain 'goodnites.com' with mean price 1.0, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'nutrafol.com' with mean price 1.5, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.6, 1 impressions of adomain 'onlyreliable.com' with mean price 0.7, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'paulmitchell.com' with mean price 0.5, 3 impressions of adomain 'philips-hue.com' with mean price 0.7, 4 impressions of adomain 'philips.com' with mean price 0.9, 1 impressions of adomain 'pittsburghdiscinstitute.com' with mean price 2.3, 5 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'starbucks.com' with mean price 0.6, 2 impressions of adomain 'todayshomeinc.com' with mean price 0.9, 1 impressions of adomain 'vichyusa.com' with mean price 0.6; 16 sessions in app 'com.blackout.spades', 1055 ad_requests with mean bid_floor 32.8, 2 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'breezeline.com' with mean price 1.7, 2 impressions of adomain 'casino.draftkings.com' with mean price 0.9, 1 impressions of adomain 'hartfordhealthcareers.org' with mean price 1.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'newpub.co/hearts' with mean price 21.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'savethechildren.org' with mean price 0.7, 2 impressions of adomain 'starbucks.com' with mean price 0.3; 1 sessions in app 'com.claptofindphone.whistle.lostphonefinder.clapping', 2 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.fairy.tale.happy.paint.by.number.coloring.game', 10 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.lemon.lvoverseas', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.lutech.pianoapp', 2 ad_requests with mean bid_floor 67.0; 16 sessions in app 'com.make.audker.mipbui', 84 ad_requests with mean bid_floor 46.4; 71 sessions in app 'com.mattel163.phase10', 1011 ad_requests with mean bid_floor 2.5, 2 clicks of adomain 'metabolicmaintenance.com', 2 impressions of adomain 'metabolicmaintenance.com' with mean price 40.0; 2 sessions in app 'com.mwm.piano', 18 ad_requests with mean bid_floor 2.8; 13 sessions in app 'com.newpubco.spades', 554 ad_requests with mean bid_floor 13.3, 13 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'beiersdorf.com' with mean price 0.7, 1 impressions of adomain 'cash.app' with mean price 0.4, 2 impressions of adomain 'casino.draftkings.com' with mean price 10.7, 1 impressions of adomain 'centene.com' with mean price 0.6, 2 impressions of adomain 'citizensbank.com' with mean price 1.1, 1 impressions of adomain 'clorox.com' with mean price 0.5, 1 impressions of adomain 'dasher.doordash.com' with mean price 1.8, 1 impressions of adomain 'depend.com' with mean price 0.8, 1 impressions of adomain 'directauto.com' with mean price 0.6, 1 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.7, 1 impressions of adomain 'go.ingredion.com' with mean price 0.5, 2 impressions of adomain 'goldennugget.com' with mean price 1.0, 2 impressions of adomain 'goodnes.com' with mean price 1.1, 2 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'hillspet.com' with mean price 0.6, 1 impressions of adomain 'ivory.com' with mean price 0.8, 2 impressions of adomain 'kindsnacks.com' with mean price 0.5, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 2 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'meadjohnson.com' with mean price 1.5, 2 impressions of adomain 'metamucil.com' with mean price 1.0, 3 impressions of adomain 'oakevergames.com' with mean price 36.3, 1 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'olay.com' with mean price 0.6, 7 impressions of adomain 'paramountplus.com' with mean price 0.7, 4 impressions of adomain 'paxlovid.com' with mean price 1.3, 1 impressions of adomain 'pgpro.com' with mean price 0.6, 2 impressions of adomain 'playtika.com' with mean price 0.7, 1 impressions of adomain 'primatene.com' with mean price 0.7, 2 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'samsclub.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 1.9, 1 impressions of adomain 'scopely.com' with mean price 0.3, 5 impressions of adomain 'scottbrand.com' with mean price 0.9, 1 impressions of adomain 'supertreat.net' with mean price 0.8, 11 impressions of adomain 'swishersweets.com' with mean price 1.2, 2 impressions of adomain 'tapclicks.com' with mean price 0.7, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'truecitrus.com' with mean price 0.8, 2 impressions of adomain 'upmc.com' with mean price 0.8, 2 impressions of adomain 'wkkellogg.com' with mean price 1.7, 1 impressions of adomain 'woodmenlife.com' with mean price 0.8, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.7; 3 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 4.7; 3 sessions in app 'in.playsimple.wordtrip', 11 ad_requests with mean bid_floor 8.0; 2 sessions in app 'net.zedge.android', 5 ad_requests with mean bid_floor 13.4; 2 sessions in app 'weather.forecast.channel.live', 4 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2024-12-31 19:44:02;dc_15roundended_before_d8_timestamp is 45650.7974421296;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-23 11:30:58;time_since_impression_in_hours is 613;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 613;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.104761673746206;partition is 654;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '45919870-c3d2-4953-bea9-f0bde1956168;'uuid is '62f0ae10-23e0-4c41-b214-d7da4007f9fa';bid_timestamp is '2024-12-15 3:16:13';device_id is '45919870-c3d2-4953-bea9-f0bde1956168';biddate is '2024-12-15';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 14.289887;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 14.279887 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 782411 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.06;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '782405';hour is '2024-12-15 03:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '4 sessions in app 'com.Catobilli.PowerHero', 272 ad_requests with mean bid_floor 14.3; 1 sessions in app 'com.bacon.zdb.traffic.driving.simulator', 2 ad_requests with mean bid_floor 88.3; 5 sessions in app 'com.bigcake.android.classicdominoes', 184 ad_requests with mean bid_floor 22.9, 3 impressions of adomain 'amazon.com' with mean price 1.1, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 22.2; 9 sessions in app 'com.hyilmaz.rummy.gin', 57 ad_requests with mean bid_floor 0.1; 299 sessions in app 'com.metropcs.metrozone', 1467 ad_requests with mean bid_floor 101.8; 24 sessions in app 'com.mobilityware.CrazyEights', 2659 ad_requests with mean bid_floor 34.7, 4 impressions of adomain '9snail.com' with mean price 0.1, 14 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'applebees.com' with mean price 0.1, 5 impressions of adomain 'audible.com' with mean price 0.1, 4 impressions of adomain 'barstoolsportsbook.com' with mean price 0.1, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 28 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'bidease.com' with mean price 0.1, 2 impressions of adomain 'caesars.com' with mean price 0.1, 6 impressions of adomain 'chime.com' with mean price 5.5, 6 clicks of adomain 'chime.com', 3 impressions of adomain 'discovery.com' with mean price 1.0, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 9 impressions of adomain 'dollargeneral.com' with mean price 0.6, 7 impressions of adomain 'doordash.com' with mean price 0.1, 2 impressions of adomain 'espnbet.com' with mean price 0.2, 3 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'facebook.com' with mean price 0.1, 1 impressions of adomain 'freecash.com' with mean price 0.1, 2 impressions of adomain 'governorofpoker.com' with mean price 2.7, 1 clicks of adomain 'governorofpoker.com', 6 impressions of adomain 'instacart.com' with mean price 0.1, 7 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'joinpropel.com' with mean price 0.1, 4 impressions of adomain 'justdice.io' with mean price 0.1, 2 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.1, 1 impressions of adomain 'mattel163.com' with mean price 0.1, 2 clicks of adomain 'mhitpoker.com', 3 impressions of adomain 'mhitpoker.com' with mean price 8.2, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 5 impressions of adomain 'paramountplus.com' with mean price 0.1, 3 impressions of adomain 'peacocktv.com' with mean price 0.1, 4 clicks of adomain 'pluto.tv', 15 impressions of adomain 'pluto.tv' with mean price 2.1, 13 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'subaru.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 5 impressions of adomain 'tech.pokergaga.net' with mean price 0.1, 3 impressions of adomain 'temu.com' with mean price 51.4, 19 impressions of adomain 'textnow.com' with mean price 0.1, 4 impressions of adomain 'tiktok.com' with mean price 6.4, 1 impressions of adomain 'us.betrivers.net' with mean price 0.1, 1 impressions of adomain 'valhalla-survival.com' with mean price 0.2, 7 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 5 impressions of adomain 'youtube.com' with mean price 0.1; 2 sessions in app 'com.mobilityware.Spades', 70 ad_requests with mean bid_floor 10.0; 3 sessions in app 'com.pieyel.scrabble', 25 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.sonypicturestelevision.jeopardycross', 2 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.tripledot.solitaire', 550 ad_requests with mean bid_floor 8.3, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bgfoods.com' with mean price 0.8, 5 impressions of adomain 'coca-cola.com' with mean price 0.9, 2 impressions of adomain 'delta.com' with mean price 0.4, 1 impressions of adomain 'enhertu.com' with mean price 1.0, 1 impressions of adomain 'eohilia.com' with mean price 1.3, 1 impressions of adomain 'fourwindscasino.com' with mean price 1.8, 1 impressions of adomain 'geico.com' with mean price 4.1, 1 impressions of adomain 'honda.com' with mean price 0.8, 1 impressions of adomain 'paypal.com' with mean price 0.9, 4 impressions of adomain 'subaru.com' with mean price 0.6, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.2; 7 sessions in app 'com.tripledot.woodoku', 947 ad_requests with mean bid_floor 13.6, 1 impressions of adomain 'drybarshops.com' with mean price 0.5, 1 impressions of adomain 'excedrin.com' with mean price 0.6, 1 impressions of adomain 'facebook.com' with mean price 0.2, 1 impressions of adomain 'geico.com' with mean price 0.9, 1 impressions of adomain 'hulu.com' with mean price 2.1, 1 impressions of adomain 'izervay.com' with mean price 2.0, 2 impressions of adomain 'mazdausa.com' with mean price 0.4, 4 impressions of adomain 'mccormick.com' with mean price 0.5, 2 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'ulta.com' with mean price 0.6, 3 impressions of adomain 'vicks.com' with mean price 0.6, 1 impressions of adomain 'voltarengel.com' with mean price 0.6, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.5; 3 sessions in app 'com.videostreamplayer.vidstream', 40 ad_requests with mean bid_floor 10.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 3.3; 7 sessions in app 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game', 322 ad_requests with mean bid_floor 13.9; 1 sessions in app 'sudoku.puzzle.free.game.brain', 8 ad_requests with mean bid_floor 3.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 217;channel is 'USA/V/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 217;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0854242511923809;partition is 654;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(purchase)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'a6ab76c9-2af4-4287-8ced-a355dd0b48af;'uuid is 'f1b1872b-3460-4202-93d9-eedec8b16068';bid_timestamp is '2025-01-20 19:10:03';device_id is 'a6ab76c9-2af4-4287-8ced-a355dd0b48af';biddate is '2025-01-20';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 61.0592279284644;target_cpi is 2;campaign is 58071;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.02;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-20 19:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.enflick.android.TextNow', 1 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.gogii.textplus', 4 ad_requests with mean bid_floor 87.2; 1 sessions in app 'com.newpubco.spades', 15 ad_requests with mean bid_floor 9.6; 1 sessions in app 'com.peoplefun.wordcross', 11 ad_requests with mean bid_floor 6.8; 120 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 4216 ad_requests with mean bid_floor 15.2, 4 impressions of adomain 'chime.com' with mean price 9.2, 2 impressions of adomain 'com.quiz.talent.machine' with mean price 15.8, 4 impressions of adomain 'doordash.com' with mean price 4.4, 3 impressions of adomain 'marriott.com' with mean price 5.6, 1 impressions of adomain 'mcluck.com' with mean price 16.7, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 61.1, 1 clicks of adomain 'oakevergames.com', 8 impressions of adomain 'oakevergames.com' with mean price 13.7, 3 impressions of adomain 'productmadness.com' with mean price 29.2, 4 impressions of adomain 'scopely.com' with mean price 14.8, 1 impressions of adomain 'scorewarrior.com' with mean price 12.4, 3 impressions of adomain 'support.indeed.com' with mean price 8.8; 1 sessions in app 'com.textmeinc.freetone', 10 ad_requests with mean bid_floor 7.5; 8 sessions in app 'com.textmeinc.textme', 59 ad_requests with mean bid_floor 8.7, 6 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.7, 1 impressions of adomain 'joinpropel.com' with mean price 0.5; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.9; 1 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 9.0; 3 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 15.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-20 19:16:54;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.553675498766005;partition is 3458;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2976dd4f-df1a-4805-ba2e-d034e34212fc;'uuid is '7a16d175-e71c-4fe0-b33c-ab0e8558b75d';bid_timestamp is '2025-01-09 3:44:56';device_id is '2976dd4f-df1a-4805-ba2e-d034e34212fc';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 38.039867693414;target_cpi is 2.56678433148842;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 10.212481;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 439484 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.94;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '439478';hour is '2025-01-09 03:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 3 ad_requests with mean bid_floor 1.8; 48 sessions in app 'com.blackout.spades', 5800 ad_requests with mean bid_floor 36.4, 4 impressions of adomain 'amazon.com' with mean price 0.8, 2 impressions of adomain 'checkout51.com' with mean price 0.4, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'pizzaranch.com' with mean price 0.4, 2 impressions of adomain 'toppers.ca' with mean price 0.4, 1 impressions of adomain 'zales.com' with mean price 0.9; 1 sessions in app 'com.callapp.callerid.spamcallblocker', 1 ad_requests with mean bid_floor 129.2; 13 sessions in app 'com.easybrain.jigsaw.puzzles', 3480 ad_requests with mean bid_floor 12.5, 2 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'bacarts.com' with mean price 0.1, 3 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'bindright.com' with mean price 0.0, 1 impressions of adomain 'chryslerwinona.net' with mean price 0.7, 1 impressions of adomain 'coca-cola.com' with mean price 0.9, 1 impressions of adomain 'coca-colacompany.com' with mean price 2.0, 10 impressions of adomain 'coorslight.com' with mean price 0.7, 1 impressions of adomain 'countingmypennies.com' with mean price 0.0, 1 impressions of adomain 'crypto.com' with mean price 0.0, 4 impressions of adomain 'dailymentalvitamins.com' with mean price 0.0, 1 impressions of adomain 'designhouse.design' with mean price 2.0, 2 impressions of adomain 'doordash.com' with mean price 0.1, 3 impressions of adomain 'drinkhint.com' with mean price 1.2, 2 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'exmox.com' with mean price 0.0, 1 impressions of adomain 'finishdishwashing.com' with mean price 1.0, 2 impressions of adomain 'geico.com' with mean price 0.9, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 3 impressions of adomain 'goodnes.com' with mean price 0.7, 1 impressions of adomain 'gurugame.ai' with mean price 0.1, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 7 impressions of adomain 'huggies.com' with mean price 0.1, 2 impressions of adomain 'huntington.com' with mean price 0.8, 2 impressions of adomain 'indeed.com' with mean price 0.0, 1 impressions of adomain 'kellanova.com' with mean price 0.4, 1 impressions of adomain 'metamucil.com' with mean price 0.3, 2 impressions of adomain 'mintmobile.com' with mean price 0.1, 1 impressions of adomain 'no7beauty.com' with mean price 0.6, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'paint.by.number' with mean price 0.0, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 11 impressions of adomain 'paxlovid.com' with mean price 0.5, 1 impressions of adomain 'pedialyte.com' with mean price 0.7, 23 impressions of adomain 'performancefoodservice.com' with mean price 0.2, 1 impressions of adomain 'prilosecotc.com' with mean price 0.6, 5 impressions of adomain 'progressivecommercial.com' with mean price 0.1, 3 impressions of adomain 'samsclub.com' with mean price 0.3, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'sfmic.com' with mean price 0.3, 1 impressions of adomain 'silversneakers.com' with mean price 0.6, 5 impressions of adomain 'spectrum.com' with mean price 1.9, 1 impressions of adomain 'speedway.com' with mean price 0.7, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'theautopian.com' with mean price 0.6, 1 impressions of adomain 'ulta.com' with mean price 0.3, 6 impressions of adomain 'verizon.com' with mean price 0.1, 3 impressions of adomain 'walmart.com' with mean price 0.1, 2 impressions of adomain 'yourhealthagent.com' with mean price 0.0; 2 sessions in app 'com.mergegames.gossipharbor', 8 ad_requests with mean bid_floor 86.5; 2 sessions in app 'com.mistplay.mistplay', 0 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.newpubco.spades', 217 ad_requests with mean bid_floor 4.7, 2 impressions of adomain 'afrin.com' with mean price 0.4, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'americansforprosperity.org' with mean price 0.8, 4 impressions of adomain 'beiersdorf.com' with mean price 0.5, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'jewelosco.com' with mean price 0.3, 1 impressions of adomain 'mazdausa.com' with mean price 0.8, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'orgovyx.com' with mean price 1.5, 2 impressions of adomain 'overheaddoor7riversregion.com' with mean price 0.9, 3 impressions of adomain 'paxlovid.com' with mean price 1.0, 3 impressions of adomain 'performancefoodservice.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 0.5, 4 impressions of adomain 'spectrum.com' with mean price 2.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 0.4, 2 impressions of adomain 'vicks.com' with mean price 0.9, 2 impressions of adomain 'visitorlando.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.solitaire.cards.deluxe', 4 ad_requests with mean bid_floor 0.5; 1 sessions in app 'com.solitarie.card.regal.game', 11 ad_requests with mean bid_floor 28.6; 2 sessions in app 'com.space.galaxy.shooter.alien.war', 53 ad_requests with mean bid_floor 18.8; 2 sessions in app 'com.staplegames.dice', 12 ad_requests with mean bid_floor 49.3; 12 sessions in app 'com.tile.match.blockpuzzle', 1482 ad_requests with mean bid_floor 17.9; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.vitastudio.mahjong', 11 ad_requests with mean bid_floor 16.9; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 8.4; 4 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 9.6';dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-14 21:07:39;dc_15roundended_before_d8_timestamp is 45667.7380671296;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-09 3:48:15;time_since_impression_in_hours is 122;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 122;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.530434639137259;partition is 377;segments is ['com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'bloom_com.blackout.spades_GBR_30d' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd5895a45-b61d-4a7a-bfd8-8a5386ce13c0;'uuid is '8b9bb40a-28b1-400b-9058-82658b796514';bid_timestamp is '2025-01-01 23:24:37';device_id is 'd5895a45-b61d-4a7a-bfd8-8a5386ce13c0';biddate is '2025-01-01';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 57.9821081506131;target_cpi is 1.1797159379115;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 70.196407;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.54;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-01 23:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 23 ad_requests with mean bid_floor 15.0; 82 sessions in app 'com.vitastudio.mahjong', 441 ad_requests with mean bid_floor 22.7, 1 impressions of adomain 'pinterest.com' with mean price 125.3; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 3.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-01 23:30:02;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0109288263415586;partition is 3271;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_10)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4a41cd3b-7184-4987-853b-d13c20e0ca29;'uuid is '0ee67b4c-5199-45c5-8ef8-82fb3c1994e9';bid_timestamp is '2024-12-15 1:21:25';device_id is '4a41cd3b-7184-4987-853b-d13c20e0ca29';biddate is '2024-12-15';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.05208275740171;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is 5.250665;third_party_bid_price is ;prior_tag_impressions_count is 78 ;time_since_impression is 5894025 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.57;prior_theme_impressions_count is 78;prior_tag_clicks_count is 9 ;time_since_click is '5894021';hour is '2024-12-15 01:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.blackjack.casino.card.solitaire', 1 ad_requests with mean bid_floor 66.0; 46 sessions in app 'com.blackout.spades', 12890 ad_requests with mean bid_floor 25.9, 27 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'apple.com' with mean price 1.1, 2 impressions of adomain 'arlo.com' with mean price 5.2, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'gvokeglucagon.com' with mean price 1.2, 1 impressions of adomain 'mikmak.com' with mean price 1.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 15.7, 1 impressions of adomain 'perdue.com' with mean price 10.7, 2 impressions of adomain 'postconsumerbrands.com' with mean price 0.6, 1 impressions of adomain 'victorpetfood.com' with mean price 1.1, 1 impressions of adomain 'walmart.com' with mean price 0.5; 2 sessions in app 'com.fiogonia.dominoes', 42 ad_requests with mean bid_floor 54.5; 45 sessions in app 'com.kamagames.pokerist', 91 ad_requests with mean bid_floor 4.8; 3 sessions in app 'com.smknegerisurakarta.shelforganizationsortgame', 127 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 6.3; 4 sessions in app 'com.unique.myDinosaur', 160 ad_requests with mean bid_floor 6.1; 2 sessions in app 'com.virtual.mother.simulator.mom.game', 8 ad_requests with mean bid_floor 6.0; 1 sessions in app 'com.wordgame.words.connect', 2 ad_requests with mean bid_floor 12.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1637;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1637;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.386611109540354;partition is 3271;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '8389ff8c-1ced-459e-99f1-ec5bb18f6634;'uuid is '804df111-1143-4d43-93da-6edaa4b5b7c7';bid_timestamp is '2025-01-02 1:09:27';device_id is '8389ff8c-1ced-459e-99f1-ec5bb18f6634';biddate is '2025-01-02';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 26.7316953148552;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 70.666667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 595347 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.96;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is '595341';hour is '2025-01-02 01:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.acoin.ballz.bricks.breaker', 20 ad_requests with mean bid_floor 39.5; 14 sessions in app 'com.digitalchemy.calculator.freedecimal', 50 ad_requests with mean bid_floor 130.2; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.8; 142 sessions in app 'com.grindrapp.android', 1155 ad_requests with mean bid_floor 2.8; 35 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 515 ad_requests with mean bid_floor 9.4; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 4.0; 2 sessions in app 'in.playsimple.wordtrip', 18 ad_requests with mean bid_floor 8.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-02 1:12:49;time_since_impression_in_hours is 165;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 165;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.858656056968196;partition is 960;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'similar_categories_installed_newpubco_klondikesolitaire' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_100k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '3306d5f4-1a82-4f97-86b8-25bc00fe5663;'uuid is 'be76ebc0-028b-400c-87a3-afa67cdaeb0b';bid_timestamp is '2025-01-27 14:39:54';device_id is '3306d5f4-1a82-4f97-86b8-25bc00fe5663';biddate is '2025-01-27';country is 'USA';app is 'com.mobilityware.freecell';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 22.2886938145548;target_cpi is 0.444058362134243;campaign is 58068;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 5.0562 ;min_floor is ;bidmachine_placement_value is 3;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 418731 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.15;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '418725';hour is '2025-01-27 14:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'bridge.card.game.offline.trick.bid.online.multiplayer.poker.tournament', 5 ad_requests with mean bid_floor 2.4; 3 sessions in app 'com.boostypro.android', 9 ad_requests with mean bid_floor 0.2; 7 sessions in app 'com.bridgebase.BridgeBase', 21 ad_requests with mean bid_floor 30.4; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.dosecureme', 2 ad_requests with mean bid_floor 5.2; 28 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 1797 ad_requests with mean bid_floor 13.2, 1 clicks of adomain '1000bulbs.com', 3 impressions of adomain '1000bulbs.com' with mean price 9.2, 1 impressions of adomain 'accutechcom.com' with mean price 2.7, 1 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'courthouselofts.net' with mean price 0.8, 3 impressions of adomain 'drfechner.com' with mean price 1.2, 1 impressions of adomain 'gatorade.com' with mean price 0.6, 2 impressions of adomain 'geostabilization.com' with mean price 0.6, 1 impressions of adomain 'glowessentialsco.com' with mean price 6.8, 2 impressions of adomain 'harrcollision.com' with mean price 1.6, 1 impressions of adomain 'hystlerunn.com' with mean price 0.4, 1 impressions of adomain 'joico.com' with mean price 0.6, 2 impressions of adomain 'kay.com' with mean price 0.7, 1 impressions of adomain 'millburycu.com' with mean price 1.3, 1 impressions of adomain 'millerfence.com' with mean price 0.6, 1 impressions of adomain 'mortonbuildings.com' with mean price 0.6, 1 impressions of adomain 'newenglandoralsurgery.com' with mean price 1.4, 5 impressions of adomain 'nord-lock.com' with mean price 1.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.5, 2 impressions of adomain 'olly.com' with mean price 0.4, 3 impressions of adomain 'proautomotivema.com' with mean price 0.7, 1 impressions of adomain 'shaws.com' with mean price 0.7, 1 impressions of adomain 'simplyhatfield.com' with mean price 0.9, 2 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.5, 28 impressions of adomain 'thecornerstonebank.net' with mean price 1.5, 7 impressions of adomain 'wegovy.com' with mean price 0.8, 12 impressions of adomain 'ymcaofcm.org' with mean price 1.1, 1 impressions of adomain 'zales.com' with mean price 0.7, 4 impressions of adomain 'zawadalaw.com' with mean price 1.4; 1 sessions in app 'com.mobilityware.freecell', 21 ad_requests with mean bid_floor 7.8, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 25.0; 1 sessions in app 'com.newpubco.klondikesolitaire', 11 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.otsbet.app', 9 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.securecare', 11 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.solitaire.card', 5 ad_requests with mean bid_floor 15.5, 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 111.7; 1 sessions in app 'com.solitaire.cards.deluxe', 4 ad_requests with mean bid_floor 0.0; 1 sessions in app 'freecell.solitaire.card.games.free.carta.blanca', 4 ad_requests with mean bid_floor 43.5; 1 sessions in app 'freecell.solitaire.cardgames.puzzle.free.offline.klondike.patience', 7 ad_requests with mean bid_floor 2.7; 1 sessions in app 'freecell.solitaire.free.cardgame.king.spades.klondike.no.ads.pro.patience', 9 ad_requests with mean bid_floor 1.8; 1 sessions in app 'revive.app', 2 ad_requests with mean bid_floor 3.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-27 14:42:30;time_since_impression_in_hours is 116;channel is 'USA/I/bidmachine/com.mobilityware.freecell/False/192';time_since_click_in_hours is 116;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.530298676376292;partition is 3161;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'a32d1feb-af03-4420-a10a-baac023b95c6;'uuid is '1f799fad-2e1c-4f0d-a8c4-c6e82e216c12';bid_timestamp is '2025-02-07 8:11:48';device_id is 'a32d1feb-af03-4420-a10a-baac023b95c6';biddate is '2025-02-07';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 25;target_cpi is 3.71999999999999;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 've';bid_floor is 5.0244 ;min_floor is 5.0244 ;bidmachine_placement_value is 32.615385;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 31 ;time_since_impression is 37609580 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 31;prior_tag_clicks_count is 12 ;time_since_click is '40193404';hour is '2025-02-07 08:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'beetles.puzzle.solitaire', 3 ad_requests with mean bid_floor 32.3; 1 sessions in app 'co.aviagames.mtp.billiards.samsung', 8 ad_requests with mean bid_floor 4.4; 3 sessions in app 'com.blackout.match3', 99 ad_requests with mean bid_floor 16.1, 1 impressions of adomain 'betta-games.net' with mean price 0.3, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 0.3, 1 impressions of adomain 'com.asselin.android.luckylegends' with mean price 0.4, 1 impressions of adomain 'com.games.poker.no4.us.w2k' with mean price 0.3, 1 clicks of adomain 'com.solvabet.zeus', 2 impressions of adomain 'com.solvabet.zeus' with mean price 71.1, 2 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 49.2, 1 impressions of adomain 'freecash.com' with mean price 0.6, 1 impressions of adomain 'instacart.com' with mean price 0.3, 3 impressions of adomain 'jorisson.com' with mean price 0.3, 9 impressions of adomain 'papayagaming.com' with mean price 0.8, 1 impressions of adomain 'playtika.com' with mean price 0.4, 1 impressions of adomain 'self.inc' with mean price 0.3; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 2 ad_requests with mean bid_floor 5.0; 3 sessions in app 'com.bubbleshooter.origin.classic.puzzle', 145 ad_requests with mean bid_floor 88.2; 2 sessions in app 'com.esports.solitaire.android', 11 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.findgame.android.word', 15 ad_requests with mean bid_floor 11.2; 2 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 1.7; 2 sessions in app 'com.goods.master3d.triple.puzzle', 78 ad_requests with mean bid_floor 173.8, 1 impressions of adomain 'dave.com' with mean price 0.3, 1 impressions of adomain 'xifaxan.com' with mean price 2.0; 1 sessions in app 'com.hideseek.solacesolitaire', 32 ad_requests with mean bid_floor 7.4, 1 impressions of adomain 'betta-games.net' with mean price 0.6, 1 impressions of adomain 'com.asselin.android.luckylegends' with mean price 0.5, 1 impressions of adomain 'com.asselin.android.wildlegends' with mean price 0.4, 1 impressions of adomain 'numerator.com' with mean price 0.5, 1 impressions of adomain 'playtika.com' with mean price 0.5, 1 impressions of adomain 'productmadness.com' with mean price 0.7, 1 impressions of adomain 'spinxgames.com' with mean price 0.7; 2 sessions in app 'com.innovation.solitairedash.sm', 9 ad_requests with mean bid_floor 5.1; 4 sessions in app 'com.jelly.tile.sparkle.fun.breeze', 731 ad_requests with mean bid_floor 22.0; 5 sessions in app 'com.lucky.sweepstakes.match.cash.paypal.win', 127 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.megarewards.scratchcardgo', 6 ad_requests with mean bid_floor 110.0; 12 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 317 ad_requests with mean bid_floor 9.5; 242 sessions in app 'com.metropcs.metrozone', 1115 ad_requests with mean bid_floor 105.9; 1 sessions in app 'com.mobilityware.Spades', 1 ad_requests with mean bid_floor 5.1; 3 sessions in app 'com.molkk.android.wordswin', 60 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.money.time', 1 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.moon.dental.whether.origin', 23 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.newpubco.spades', 22 ad_requests with mean bid_floor 18.4; 7 sessions in app 'com.packadom.cansyummy', 290 ad_requests with mean bid_floor 7.5, 1 impressions of adomain 'bubble-cash.com' with mean price 49.2; 1 sessions in app 'com.papaya.solitairecash', 2 ad_requests with mean bid_floor 1.1; 23 sessions in app 'com.playvalve.ballsort', 4570 ad_requests with mean bid_floor 105.6, 3 clicks of adomain 'app.joinpogo.com', 8 impressions of adomain 'app.joinpogo.com' with mean price 35.3, 1 clicks of adomain 'benjaminone.com', 2 impressions of adomain 'benjaminone.com' with mean price 46.1, 1 impressions of adomain 'elevatetrampolinepark.com' with mean price 0.9, 1 clicks of adomain 'freecash.com', 3 impressions of adomain 'freecash.com' with mean price 35.8, 2 impressions of adomain 'intuit.com' with mean price 4.7, 3 impressions of adomain 'kovocredit.com' with mean price 39.8, 1 impressions of adomain 'lernerandrowelawgroup.com' with mean price 0.9, 1 impressions of adomain 'migraine.com' with mean price 1.0, 15 impressions of adomain 'papayagaming.com' with mean price 0.9, 1 impressions of adomain 'scrambly.io' with mean price 0.5, 1 impressions of adomain 'self.inc' with mean price 34.5, 3 impressions of adomain 'temu.com' with mean price 42.1; 3 sessions in app 'com.playvalve.connect.dots', 504 ad_requests with mean bid_floor 118.8, 1 impressions of adomain 'benjaminone.com' with mean price 42.9, 2 impressions of adomain 'papayagaming.com' with mean price 1.0; 86 sessions in app 'com.playvalve.dominoes', 26760 ad_requests with mean bid_floor 160.5, 1 clicks of adomain 'benjaminone.com', 1 impressions of adomain 'benjaminone.com' with mean price 47.8, 1 impressions of adomain 'bingocash.com' with mean price 1.6, 1 impressions of adomain 'bubble-cash.com' with mean price 4.9, 1 impressions of adomain 'intuit.com' with mean price 1.2, 2 clicks of adomain 'jorisson.com', 9 impressions of adomain 'jorisson.com' with mean price 54.0, 1 clicks of adomain 'kovocredit.com', 1 impressions of adomain 'kovocredit.com' with mean price 41.0, 94 impressions of adomain 'papayagaming.com' with mean price 10.4, 7 impressions of adomain 'temu.com' with mean price 56.8, 3 impressions of adomain 'tickets.holdmyticket.com' with mean price 1.3, 5 impressions of adomain 'tiktok.com' with mean price 1.9, 1 impressions of adomain 'walgreens.com' with mean price 1.5; 11 sessions in app 'com.playvalve.solitaire', 815 ad_requests with mean bid_floor 185.8, 1 impressions of adomain 'migraine.com' with mean price 0.8, 2 impressions of adomain 'papayagaming.com' with mean price 0.9; 2 sessions in app 'com.playvalve.solitaire.spider', 133 ad_requests with mean bid_floor 109.8, 1 impressions of adomain 'amazon.com' with mean price 0.8; 41 sessions in app 'com.playvalve.spades', 5408 ad_requests with mean bid_floor 102.3, 1 impressions of adomain 'alkaseltzer.com' with mean price 0.8, 3 impressions of adomain 'amazon.com' with mean price 0.5, 1 clicks of adomain 'benjaminone.com', 1 impressions of adomain 'benjaminone.com' with mean price 29.5, 1 impressions of adomain 'bubble-cash.com' with mean price 2.6, 4 impressions of adomain 'coca-cola.com' with mean price 0.4, 1 impressions of adomain 'cslplasma.com' with mean price 1.3, 1 impressions of adomain 'elevatetrampolinepark.com' with mean price 0.8, 3 impressions of adomain 'indeed.com' with mean price 2.1, 5 impressions of adomain 'instagram.com' with mean price 0.6, 1 impressions of adomain 'intuit.com' with mean price 1.9, 1 impressions of adomain 'jorisson.com' with mean price 0.6, 4 impressions of adomain 'lernerandrowelawgroup.com' with mean price 1.1, 3 impressions of adomain 'miniyxw.com' with mean price 44.3, 1 impressions of adomain 'newpub.co/spades' with mean price 25.0, 1 clicks of adomain 'newpub.co/spades', 23 impressions of adomain 'papayagaming.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.9, 2 impressions of adomain 'republicoftea.com' with mean price 0.6, 2 impressions of adomain 'toyota.com' with mean price 0.8, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'zales.com' with mean price 0.6; 1 sessions in app 'com.playvalve.tc', 35 ad_requests with mean bid_floor 112.4; 1 sessions in app 'com.playvalve.tm', 3 ad_requests with mean bid_floor 11.4; 14 sessions in app 'com.playvalve.watersort', 2051 ad_requests with mean bid_floor 162.0, 1 impressions of adomain 'papayagaming.com' with mean price 2.1, 1 impressions of adomain 'remax.com' with mean price 0.8, 6 impressions of adomain 'temu.com' with mean price 36.4; 1 sessions in app 'com.playvalve.wsjourney', 184 ad_requests with mean bid_floor 108.1, 6 impressions of adomain 'amazon.com' with mean price 0.9, 5 impressions of adomain 'papayagaming.com' with mean price 0.5; 2 sessions in app 'com.playvalve.yatzy', 94 ad_requests with mean bid_floor 202.6, 2 impressions of adomain 'intuit.com' with mean price 1.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.9, 1 impressions of adomain 'papayagaming.com' with mean price 1.0; 3 sessions in app 'com.reelrush.video.mobilink', 47 ad_requests with mean bid_floor 5.0; 4 sessions in app 'com.tile.town.puzzle.master.match', 504 ad_requests with mean bid_floor 14.2, 1 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'app.joinpogo.com' with mean price 25.4, 6 clicks of adomain 'benjaminone.com', 6 impressions of adomain 'benjaminone.com' with mean price 32.2, 5 clicks of adomain 'com.solvabet.zeus', 5 impressions of adomain 'com.solvabet.zeus' with mean price 37.9, 3 clicks of adomain 'com.tacticalsyndicate.assess', 4 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 23.3, 2 clicks of adomain 'freecash.com', 2 impressions of adomain 'freecash.com' with mean price 20.5, 2 clicks of adomain 'jorisson.com', 3 impressions of adomain 'jorisson.com' with mean price 40.0; 2 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 4.6; 2 sessions in app 'com.up.up.study.copper', 71 ad_requests with mean bid_floor 9.3, 2 clicks of adomain 'papayagaming.com', 2 impressions of adomain 'papayagaming.com' with mean price 14.8, 2 clicks of adomain 'playtika.com', 2 impressions of adomain 'playtika.com' with mean price 22.6; 6 sessions in app 'com.volleyball.beach.leisurely.merge', 172 ad_requests with mean bid_floor 6.0; 5 sessions in app 'in.playsimple.wordtrip', 17 ad_requests with mean bid_floor 12.9; 1 sessions in app 'io.at.cash.dream', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'io.randomco.travel', 8 ad_requests with mean bid_floor 344.8; 1 sessions in app 'topgame.wondertile.com', 3 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 8:20:53;time_since_impression_in_hours is 10447;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 11165;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.250549464400225;partition is 73;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'net.supertreat.solitaire_Android_IAP_abdoul_500k_01_01_2025' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'bloom_com.playvalve.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_Moloco_bundles_q965_300k_03_02_2025' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_competitors_BM_62k_01_02_2025' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_competitors_BM_q70_65k_03_02_2025' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_80' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'Android_ALL_IAP_abdoul_500k_01_01_2025']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b1052a76-822b-4ecc-ad1a-105ac313c562;'uuid is 'f69a7d18-f99e-435c-a2f2-b2076bf55892';bid_timestamp is '2025-02-03 15:53:33';device_id is 'b1052a76-822b-4ecc-ad1a-105ac313c562';biddate is '2025-02-03';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 16.2517598247079;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 44.166667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 15 ;time_since_impression is 215750 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.66;prior_theme_impressions_count is 15;prior_tag_clicks_count is 10 ;time_since_click is '1458384';hour is '2025-02-03 15:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '49 sessions in app 'com.americasbestpics', 81 ad_requests with mean bid_floor 0.7; 132 sessions in app 'com.bas.hit.volm.dy', 458 ad_requests with mean bid_floor 0.5, 2 impressions of adomain 'textnow.com' with mean price 8.9; 3 sessions in app 'com.filerecovery.plus', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.fiogonia.spades', 28 ad_requests with mean bid_floor 30.3; 13 sessions in app 'com.flyingwhalegames.carout', 951 ad_requests with mean bid_floor 17.8, 1 impressions of adomain 'albertlee.biz' with mean price 0.1, 1 impressions of adomain 'greystar.com' with mean price 0.2, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'pokemongolive.com' with mean price 0.2, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.1; 1 sessions in app 'com.gma.water.sort.puzzle', 3 ad_requests with mean bid_floor 9.8; 95 sessions in app 'com.metropcs.metrozone', 673 ad_requests with mean bid_floor 89.9; 18 sessions in app 'com.mobilityware.Spades', 2613 ad_requests with mean bid_floor 12.3, 1 clicks of adomain '5star-software.com', 2 impressions of adomain '5star-software.com' with mean price 3.9, 1 impressions of adomain 'boombeauty.com' with mean price 5.9, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'chime.com' with mean price 2.9, 1 clicks of adomain 'doc-hosting.flycricket.io', 1 impressions of adomain 'doc-hosting.flycricket.io' with mean price 3.6, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 3.4, 1 clicks of adomain 'qtonz.com', 1 impressions of adomain 'qtonz.com' with mean price 3.9, 1 clicks of adomain 'recoveralltool.com', 1 impressions of adomain 'recoveralltool.com' with mean price 3.5, 1 impressions of adomain 'tech.pokergaga.net' with mean price 2.6; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 25 ad_requests with mean bid_floor 0.4; 3 sessions in app 'com.newpubco.spades', 355 ad_requests with mean bid_floor 24.3, 2 impressions of adomain 'benbridge.com' with mean price 0.6, 1 impressions of adomain 'divisiond.com' with mean price 0.6, 3 impressions of adomain 'honda.com' with mean price 0.7, 3 impressions of adomain 'hyundaiusa.com' with mean price 1.2, 6 impressions of adomain 'jetcityharley.com' with mean price 0.6; 3 sessions in app 'com.pdf.note.reader', 6 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.peoplefun.wordcross', 22 ad_requests with mean bid_floor 5.6; 37 sessions in app 'com.playvalve.spades', 4360 ad_requests with mean bid_floor 71.8, 2 impressions of adomain 'albertsons.com' with mean price 0.3, 22 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'arlo.com' with mean price 0.4, 1 impressions of adomain 'armra.com' with mean price 0.8, 1 impressions of adomain 'arubanetworks.com' with mean price 0.5, 4 impressions of adomain 'deltafaucet.com' with mean price 0.5, 1 impressions of adomain 'dominos.com' with mean price 0.8, 2 impressions of adomain 'duracell.com' with mean price 0.4, 2 impressions of adomain 'electrolux.com' with mean price 0.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 5 impressions of adomain 'google.com' with mean price 0.4, 1 impressions of adomain 'hsbc.com' with mean price 0.3, 5 impressions of adomain 'lenovo.com' with mean price 0.4, 2 impressions of adomain 'mechanix.com' with mean price 0.5, 5 impressions of adomain 'panasonic.com' with mean price 0.4, 1 impressions of adomain 'sliding.toys' with mean price 0.2, 1 impressions of adomain 'tommy.com' with mean price 0.9, 1 impressions of adomain 'unilever.com' with mean price 0.5, 7 impressions of adomain 'uwmedicine.org' with mean price 0.7, 4 impressions of adomain 'yeswelder.com' with mean price 0.5; 10 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 477 ad_requests with mean bid_floor 16.2, 11 clicks of adomain 'newpub.co/spades', 11 impressions of adomain 'newpub.co/spades' with mean price 17.4; 2 sessions in app 'com.tripledot.spades', 21 ad_requests with mean bid_floor 21.7; 6 sessions in app 'com.tripledot.woodoku', 18 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.vitastudio.solitaire', 2 ad_requests with mean bid_floor 9.6; 7 sessions in app 'com.zynga.ozmatch', 621 ad_requests with mean bid_floor 77.6; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 10.9; 14 sessions in app 'in.playsimple.wordtrip', 91 ad_requests with mean bid_floor 56.2; 28 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 648 ad_requests with mean bid_floor 1.1, 3 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 10.2, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 23.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-03 16:04:20;time_since_impression_in_hours is 59;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/True/482';time_since_click_in_hours is 405;fast_imp_12h is 3;fast_click_2h is 3;rnd is 0.19614113119976;partition is 1121;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP2_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_PRICE_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_HIGH_VAR_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'eed90e4d-4344-4536-9eec-29c453ed4439;'uuid is 'dc748746-e779-4479-b4a3-16eaae568c1d';bid_timestamp is '2025-01-27 13:53:32';device_id is 'eed90e4d-4344-4536-9eec-29c453ed4439';biddate is '2025-01-27';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 42.0989047993494;target_cpi is 1.41746465509434;campaign is 58164;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 220.833333;placement_historical_value is 11.074183;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 6811 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.5;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is '6805';hour is '2025-01-27 13:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior_stats_in_past is '2 sessions in app 'com.newpubco.spades', 47 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'swishersweets.com' with mean price 1.0; 14 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 526 ad_requests with mean bid_floor 9.7, 1 clicks of adomain 'camelgames.com', 1 impressions of adomain 'camelgames.com' with mean price 15.5, 2 clicks of adomain 'newpub.co/hearts', 2 impressions of adomain 'newpub.co/hearts' with mean price 13.7, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 49.6, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 8.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-27 14:21:17;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 2;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.179436104474829;partition is 3651;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.redcell.goldandgoblins_Android_Bidease_CPA_prog2_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '4cc98f95-292f-4aba-9112-4b5a3175a269;'uuid is 'cff5c77b-6d0e-49fa-932d-2e8f2e5be343';bid_timestamp is '2025-01-07 18:10:32';device_id is '4cc98f95-292f-4aba-9112-4b5a3175a269';biddate is '2025-01-07';country is 'USA';app is 'com.barkaoui.milky.tea.sorting';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 19.3955873722039;target_cpi is 1.13989901708713;campaign is 57724;creative_id is 229286;session_duration is 5 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 13.2606 ;min_floor is 13.2606 ;bidmachine_placement_value is 47.462686;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 10447004 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.77;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-07 18:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.cem.air.horn.pranks', 26 ad_requests with mean bid_floor 7.6; 23 sessions in app 'com.enflick.android.TextNow', 40 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 6.9; 66 sessions in app 'com.taggedapp', 2648 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 3.3; 1 sessions in app 'hlgqcq.omkgyck.nfbnpqatc', 17 ad_requests with mean bid_floor 6.1; 1 sessions in app 'id.indologam.climb.high.master', 17 ad_requests with mean bid_floor 5.2; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 6.1; 76 sessions in app 'net.peakgames.mobile.spades.android', 3863 ad_requests with mean bid_floor 33.1, 2 impressions of adomain 'underdogfantasy.com' with mean price 10.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-07 18:18:37;time_since_impression_in_hours is 2901;channel is 'USA/I/chartboost-android-sdk/com.barkaoui.milky.tea.sorting/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.514270892503349;partition is 3651;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'bd2f1322-c1d9-4cc4-9c61-7504c3432e3e;'uuid is '241f2c4f-177b-4a51-ad6b-3fa797065aec';bid_timestamp is '2025-01-13 17:12:31';device_id is 'bd2f1322-c1d9-4cc4-9c61-7504c3432e3e';biddate is '2025-01-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 13.9710992297801;target_cpi is 0.809222639753575;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is 13.579982;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 843332 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.97;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is '843330';hour is '2025-01-13 17:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'bloodsugar.diabetes.pressuretraker', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.americasbestpics', 1 ad_requests with mean bid_floor 0.0; 76 sessions in app 'com.blackout.spades', 5515 ad_requests with mean bid_floor 39.3, 19 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'deaconess.com' with mean price 0.7, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'instagram.com' with mean price 0.5, 1 impressions of adomain 'la-z-boy.com' with mean price 1.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 14.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.8, 1 impressions of adomain 'paramountplus.com' with mean price 1.3, 5 impressions of adomain 'progressive.com' with mean price 0.9, 1 impressions of adomain 'rsmus.com' with mean price 0.8, 2 impressions of adomain 'samsung.com' with mean price 1.0, 2 impressions of adomain 'smallerbiotech.com' with mean price 0.9, 1 impressions of adomain 'smartrent.com' with mean price 4.2, 1 impressions of adomain 'tech.pokergaga.net' with mean price 13.2, 11 impressions of adomain 'unicycive.com' with mean price 1.3; 1 sessions in app 'com.funny.pranksounds.haircut.airhorn.clipper', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.logomaster.logomaker', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.newpubco.spades', 13 ad_requests with mean bid_floor 6.9, 1 impressions of adomain 'in.gov' with mean price 1.2, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'tech.pokergaga.net' with mean price 22.9; 1 sessions in app 'com.solitaire.daily.challenge.card.game', 2 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.staplegames.blocksClassicSGGP', 4 ad_requests with mean bid_floor 55.5; 5 sessions in app 'com.tripledot.solitaire', 285 ad_requests with mean bid_floor 3.5, 4 impressions of adomain 'amazon.com' with mean price 0.6, 16 impressions of adomain 'catholichealthinitiatives.org' with mean price 0.4, 1 impressions of adomain 'goodfoods.com' with mean price 0.0, 8 impressions of adomain 'planetoat.com' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 0.3; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 8 ad_requests with mean bid_floor 6.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 18:12:07;time_since_impression_in_hours is 234;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 234;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.32957921084051;partition is 677;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'd2fa4fe4-a83e-4292-ae88-de61dfcce7c9;'uuid is '847b7d9f-7ea8-4a75-919b-531af8b9da40';bid_timestamp is '2025-02-02 16:18:31';device_id is 'd2fa4fe4-a83e-4292-ae88-de61dfcce7c9';biddate is '2025-02-02';country is 'USA';app is 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'fyber';raw_price is 43.625195224135;target_cpi is 5;campaign is 58236;creative_id is 229286;session_duration is 8 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'ie';bid_floor is 14.4796 ;min_floor is 14.4796 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.51;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-02 16:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.handmark.expressweather', 2 ad_requests with mean bid_floor 51.1; 4 sessions in app 'com.kiaora.dominoes', 127 ad_requests with mean bid_floor 23.2; 14 sessions in app 'com.mobilityware.spider', 446 ad_requests with mean bid_floor 16.6, 1 impressions of adomain 'admile.com' with mean price 0.3, 1 impressions of adomain 'facebook.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'jared.com' with mean price 0.4, 3 impressions of adomain 'joinpropel.com' with mean price 0.3, 1 impressions of adomain 'numerator.com' with mean price 0.3, 3 impressions of adomain 'productmadness.com' with mean price 0.4, 2 impressions of adomain 'textnow.com' with mean price 0.7; 3 sessions in app 'com.newpubco.spades', 371 ad_requests with mean bid_floor 22.8, 1 impressions of adomain 'directauto.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 2.1, 7 impressions of adomain 'kansasdrivetozero.gov' with mean price 0.8, 1 impressions of adomain 'meetme.com' with mean price 1.1, 1 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'pluto.tv' with mean price 0.2, 1 impressions of adomain 'productmadness.com' with mean price 0.4, 6 impressions of adomain 'toyota.com' with mean price 1.0; 1 sessions in app 'com.numbergames.linked2248.tile.numberpuzzle2048', 7 ad_requests with mean bid_floor 9.0; 29 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 969 ad_requests with mean bid_floor 12.2, 1 clicks of adomain 'healthprimal.com', 1 impressions of adomain 'healthprimal.com' with mean price 17.0, 2 impressions of adomain 'oakevergames.com' with mean price 9.0, 1 impressions of adomain 'tech.pokergaga.net' with mean price 27.2, 4 impressions of adomain 'textnow.com' with mean price 1.8; 2 sessions in app 'com.tripledot.solitaire', 56 ad_requests with mean bid_floor 19.5; 1 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 9.7; 2 sessions in app 'com.wonderpeople.megahitpoker.global', 3 ad_requests with mean bid_floor 139.4; 25 sessions in app 'pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game', 1761 ad_requests with mean bid_floor 14.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45695.7323958333;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-02 19:06:14;time_since_impression_in_hours is 0;channel is 'USA/I/fyber/pinochle.card.game.trick.solitaire.spades.bridge.bid.meld.multiplayer.game/False/119';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.367613282697798;partition is 2182;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_Baseline_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f0dbd34b-a881-4af9-91e0-a26c283887b0;'uuid is '4136a5e4-49dc-4fec-b067-f15917e3f22e';bid_timestamp is '2025-02-06 0:17:09';device_id is 'f0dbd34b-a881-4af9-91e0-a26c283887b0';biddate is '2025-02-06';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 14.9999999999999;target_cpi is 3.71999999999999;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 've';bid_floor is 5.0244 ;min_floor is 5.0244 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 00:00:00+00:00';day_of_week is '3';os_version is 15;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 1 ad_requests with mean bid_floor 19.9; 7 sessions in app 'ball.sort.puzzle.color.game.bubble.sorting.free', 576 ad_requests with mean bid_floor 4.2, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'babytrend.com' with mean price 0.4, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.3, 1 impressions of adomain 'ibotta.com' with mean price 0.1, 1 impressions of adomain 'libertytax.com' with mean price 1.0, 2 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'oaklandcc.edu' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'starz.com' with mean price 0.6, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 8 sessions in app 'cinesphere.cinesphere.cs', 28 ad_requests with mean bid_floor 0.3; 23 sessions in app 'com.auto.twenty.load', 1970 ad_requests with mean bid_floor 2.7, 1 clicks of adomain 'paramount.com', 1 impressions of adomain 'paramount.com' with mean price 7.6; 1 sessions in app 'com.candy.shelf.dessert.match.delight', 88 ad_requests with mean bid_floor 23.0; 2 sessions in app 'com.casttv.castforchromecast.screencast', 11 ad_requests with mean bid_floor 19.7; 1 sessions in app 'com.falcon.dm.water.cake.sort.puzzle', 23 ad_requests with mean bid_floor 44.8; 3 sessions in app 'com.gimica.hexapuzzlefun', 66 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.gimica.maketen', 53 ad_requests with mean bid_floor 4.4, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.3, 1 impressions of adomain 'kohls.com' with mean price 0.7, 3 impressions of adomain 'la-z-boy.com' with mean price 0.8, 1 impressions of adomain 'magairports.com' with mean price 0.3, 3 impressions of adomain 'milanlaser.com' with mean price 0.7; 9 sessions in app 'com.gimica.solitaireverse', 353 ad_requests with mean bid_floor 3.6, 2 impressions of adomain 'albert.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.1; 35 sessions in app 'com.gimica.treasuremaster', 1544 ad_requests with mean bid_floor 15.1, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bradshawhome.com' with mean price 0.3, 1 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'goodfoods.com' with mean price 0.2, 1 impressions of adomain 'greatlakesmichiganjobs.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'paulmitchell.com' with mean price 0.2; 2 sessions in app 'com.gimica.watersorter', 43 ad_requests with mean bid_floor 2.2; 1 sessions in app 'com.gimica.wordkitchen', 27 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'nestleusa.com' with mean price 1.0; 1 sessions in app 'com.gimica.zentiles', 5 ad_requests with mean bid_floor 3.4; 6 sessions in app 'com.handmark.expressweather', 11 ad_requests with mean bid_floor 59.2; 1 sessions in app 'com.innplaylabs.animalkingdomraid', 104 ad_requests with mean bid_floor 200.6; 88 sessions in app 'com.justplay.app', 542 ad_requests with mean bid_floor 1.6; 3 sessions in app 'com.luckyskeletonstudios.idlebanktycoon', 95 ad_requests with mean bid_floor 60.6; 3 sessions in app 'com.megarewards.scratchcardgo', 5 ad_requests with mean bid_floor 102.7; 7 sessions in app 'com.mistplay.mistplay', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 17 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.newpubco.spades', 31 ad_requests with mean bid_floor 21.1; 1 sessions in app 'com.playvalve.ballsort', 99 ad_requests with mean bid_floor 46.5; 6 sessions in app 'com.playvalve.connect.dots', 860 ad_requests with mean bid_floor 112.4, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'siriusxm.com' with mean price 0.3; 1 sessions in app 'com.playvalve.crossword', 94 ad_requests with mean bid_floor 132.9, 1 impressions of adomain 'exmox.com' with mean price 0.3, 1 impressions of adomain 'kellanova.com' with mean price 2.3, 1 impressions of adomain 'samsung.com' with mean price 0.6; 1 sessions in app 'com.playvalve.dominoes', 27 ad_requests with mean bid_floor 45.4; 6 sessions in app 'com.playvalve.solitaire', 559 ad_requests with mean bid_floor 122.4, 1 impressions of adomain 'paramount.com' with mean price 14.5; 1 sessions in app 'com.playvalve.solitaire.spider', 84 ad_requests with mean bid_floor 102.2; 36 sessions in app 'com.playvalve.spades', 6251 ad_requests with mean bid_floor 107.4, 1 impressions of adomain 'admile.com' with mean price 0.2, 11 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'birminghamvision.com' with mean price 0.2, 1 impressions of adomain 'bp.com' with mean price 0.7, 1 impressions of adomain 'colgate.com' with mean price 0.3, 1 impressions of adomain 'cslplasma.com' with mean price 0.8, 3 impressions of adomain 'doordash.com' with mean price 0.6, 1 impressions of adomain 'duracell.com' with mean price 0.3, 1 impressions of adomain 'elivatewellnessco.com' with mean price 0.4, 26 impressions of adomain 'fashionnova.com' with mean price 0.4, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'furniturerow.com' with mean price 0.5, 1 impressions of adomain 'glade.com' with mean price 0.8, 1 impressions of adomain 'gunlakecasino.com' with mean price 0.3, 1 impressions of adomain 'hsbc.com' with mean price 0.3, 1 impressions of adomain 'instagram.com' with mean price 0.2, 1 clicks of adomain 'instagram.com', 2 impressions of adomain 'intuit.com' with mean price 8.5, 1 impressions of adomain 'jccmi.edu' with mean price 0.4, 1 impressions of adomain 'koraorganics.com' with mean price 0.5, 1 impressions of adomain 'la-z-boy.com' with mean price 0.7, 1 impressions of adomain 'metagenics.com' with mean price 0.2, 3 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 15.0, 2 impressions of adomain 'numerator.com' with mean price 0.7, 1 impressions of adomain 'owllabs.com' with mean price 0.4, 2 impressions of adomain 'pebeauty.com' with mean price 0.7, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.4, 2 impressions of adomain 'tiktok.com' with mean price 1.4, 9 impressions of adomain 'walgreens.com' with mean price 0.6, 3 impressions of adomain 'yourradioplace.com' with mean price 0.3; 1 sessions in app 'com.playvalve.tc', 56 ad_requests with mean bid_floor 95.6; 1 sessions in app 'com.playvalve.tm', 38 ad_requests with mean bid_floor 54.3; 3 sessions in app 'com.playvalve.watersort', 647 ad_requests with mean bid_floor 100.1, 1 impressions of adomain 'exmox.com' with mean price 0.5, 1 impressions of adomain 'michiganlottery.com' with mean price 0.4; 1 sessions in app 'com.playvalve.wsjourney', 56 ad_requests with mean bid_floor 58.8, 1 impressions of adomain 'paramount.com' with mean price 1.2, 1 impressions of adomain 'samhsa.gov' with mean price 0.8; 4 sessions in app 'com.playvalve.yatzy', 308 ad_requests with mean bid_floor 95.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'la-z-boy.com' with mean price 0.4, 1 impressions of adomain 'nicepak.com' with mean price 0.7; 7 sessions in app 'com.pogotech.pogocash', 13 ad_requests with mean bid_floor 5.5; 14 sessions in app 'com.radio.pocketfm', 145 ad_requests with mean bid_floor 13.4; 10 sessions in app 'com.tripledot.woodoku', 1058 ad_requests with mean bid_floor 17.7, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'beiersdorf.com' with mean price 0.6, 2 impressions of adomain 'doordash.com' with mean price 0.3, 4 impressions of adomain 'geico.com' with mean price 2.2, 1 impressions of adomain 'kindsnacks.com' with mean price 0.5, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'misaves.com' with mean price 0.1, 1 impressions of adomain 'moneylion.com' with mean price 0.1, 1 impressions of adomain 'rangeusa.com' with mean price 0.1, 1 impressions of adomain 'secret.com' with mean price 0.4, 3 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'www.learnings.ai' with mean price 43.0, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.3; 4 sessions in app 'com.ultimate.tournament', 27 ad_requests with mean bid_floor 32.9; 1 sessions in app 'com.vizorapps.klondike', 15 ad_requests with mean bid_floor 99.6; 1 sessions in app 'com.word.search.find.puzzle', 49 ad_requests with mean bid_floor 163.7; 24 sessions in app 'com.zegames.unblocked.freegames.math_game', 663 ad_requests with mean bid_floor 4.1, 2 clicks of adomain 'fashionnova.com', 5 impressions of adomain 'fashionnova.com' with mean price 8.9; 4 sessions in app 'eight.phase.rummy', 7 ad_requests with mean bid_floor 4.5; 1 sessions in app 'free.os.jump.superbros.adventure.world', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.WordSearch.WordBliss', 3 ad_requests with mean bid_floor 5.4; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 6.9; 1 sessions in app 'loppipoppi.yatzy', 13 ad_requests with mean bid_floor 3.8; 2 sessions in app 'revive.app', 3 ad_requests with mean bid_floor 5.0; 1 sessions in app 'solitaire.klondike.classic.card.games', 2 ad_requests with mean bid_floor 2.4; 1 sessions in app 'solitaire.klondike.classic.patience.card.games', 2 ad_requests with mean bid_floor 2.6; 61 sessions in app 'thxdroid.androidapp.translatepro', 284 ad_requests with mean bid_floor 14.2; 1 sessions in app 'water.sort.color.puzzle.offline.games', 5 ad_requests with mean bid_floor 42.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 0:20:36;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.476884862659839;partition is 961;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'bloom_com.playvalve.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_100k' 'com.newpubco.spidersolitaire_retargeting_Android_CPI_abdoul_V3_100k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPI_abdoul_V3_500k' 'is_segments_com_newpubco_klondikesolitaire_Android_0_cg1_mmp_v5_USA_auto' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_500k' 'HDIP_iOS_USA_WiFi_100_users_LITE' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2acb2983-0b81-4402-9d30-3ea32024d4d3;'uuid is '7da08b2b-ffe7-4be9-8681-f4b87f5ac338';bid_timestamp is '2024-12-23 11:11:59';device_id is '2acb2983-0b81-4402-9d30-3ea32024d4d3';biddate is '2024-12-23';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 24.0528978521224;target_cpi is 4.95687473290676;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 71.864407;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 137576 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.27;prior_theme_impressions_count is 14;prior_tag_clicks_count is 6 ;time_since_click is '137573';hour is '2024-12-23 11:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior_stats_in_past is '7 sessions in app 'com.bagelcode.slots1', 7 ad_requests with mean bid_floor 8.3; 62 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3438 ad_requests with mean bid_floor 11.6, 1 clicks of adomain 'gamehaus.com', 2 impressions of adomain 'gamehaus.com' with mean price 7.8, 22 clicks of adomain 'newpub.co/spades', 24 impressions of adomain 'newpub.co/spades' with mean price 4.1, 1 clicks of adomain 'oakevergames.com', 2 impressions of adomain 'oakevergames.com' with mean price 4.3, 2 clicks of adomain 'productmadness.com', 4 impressions of adomain 'productmadness.com' with mean price 4.8, 1 clicks of adomain 'scientificgames.com', 2 impressions of adomain 'scientificgames.com' with mean price 7.0, 4 clicks of adomain 'spinxgames.com', 4 impressions of adomain 'spinxgames.com' with mean price 4.1; 1 sessions in app 'com.tripledot.solitaire', 5 ad_requests with mean bid_floor 10.3; 95 sessions in app 'spider.solitaire.card.bgames', 3770 ad_requests with mean bid_floor 13.3, 55 impressions of adomain 'amazon.com' with mean price 0.8, 3 impressions of adomain 'arlo.com' with mean price 0.3, 1 impressions of adomain 'bausch.com' with mean price 0.3, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.6, 1 impressions of adomain 'churchdwight.com' with mean price 0.3, 2 impressions of adomain 'clorox.com' with mean price 0.6, 2 impressions of adomain 'contextweb.com' with mean price 2.0, 8 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'discovery.com' with mean price 0.4, 5 impressions of adomain 'drinkhint.com' with mean price 0.5, 1 impressions of adomain 'duracell.com' with mean price 0.4, 4 impressions of adomain 'dyson.com' with mean price 0.4, 5 impressions of adomain 'elanco.us' with mean price 0.6, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.5, 2 impressions of adomain 'haleon.com' with mean price 0.6, 3 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'huggies.com' with mean price 0.3, 8 impressions of adomain 'implus.com' with mean price 0.4, 2 impressions of adomain 'inabafoods.com' with mean price 0.3, 1 impressions of adomain 'internationalpaper.com' with mean price 0.3, 2 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 3 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'nestleusa.com' with mean price 0.3, 1 impressions of adomain 'newbalance.com' with mean price 0.3, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 3 impressions of adomain 'norton.com' with mean price 0.4, 10 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.4, 2 impressions of adomain 'oneaday.com' with mean price 0.5, 4 impressions of adomain 'opsynvi.com' with mean price 1.9, 1 impressions of adomain 'paramount.com' with mean price 1.2, 1 impressions of adomain 'perdue.com' with mean price 0.3, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 6 impressions of adomain 'royalcanin.com' with mean price 0.5, 1 impressions of adomain 'shoppersvoice.com' with mean price 1.4, 1 impressions of adomain 'skechers.com' with mean price 0.6, 4 impressions of adomain 'spectrumbrands.com' with mean price 0.4, 1 impressions of adomain 'tarpeyo.com' with mean price 0.4, 2 impressions of adomain 'toppers.ca' with mean price 0.8, 1 impressions of adomain 'ubykotex.com' with mean price 0.3, 7 impressions of adomain 'wellnesspetfood.com' with mean price 0.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 38;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 38;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.36946318731464;partition is 961;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'bm_clickers_newpubco_klondikesolitaire_similar_apps_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'bm_clickers_on_casino_newpubco_klondikesolitaire_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '66cbde42-a05f-4b47-9a38-c2ca2b0dc48b;'uuid is 'c457c5bd-1678-4550-80c8-156b61c899ac';bid_timestamp is '2025-02-07 4:43:47';device_id is '66cbde42-a05f-4b47-9a38-c2ca2b0dc48b';biddate is '2025-02-07';country is 'USA';app is 'com.gamovation.tileclub';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 12.23403640175;target_cpi is 4;campaign is 58266;creative_id is 229286;session_duration is 0 ;seller_name is 'GamoVation MAX';seller_id is 234;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 47.855531;placement_historical_value is 8.446777;third_party_bid_price is ;prior_tag_impressions_count is 44 ;time_since_impression is 2075103 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.33;prior_theme_impressions_count is 44;prior_tag_clicks_count is 13 ;time_since_click is '4668732';hour is '2025-02-07 04:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'clubillion.social.slots.casino.friends.free.android', 13 ad_requests with mean bid_floor 21.4; 1 sessions in app 'com.agedstudio.card.solitaire.klondike', 17 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.animal.hunting.sniper.match', 12 ad_requests with mean bid_floor 4.7; 5 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 5 impressions of adomain 'disneyplus.com' with mean price 1.0, 1 impressions of adomain 'doubledowncasino.com' with mean price 0.8, 2 impressions of adomain 'go.walletjump.com' with mean price 6.7; 1 sessions in app 'com.characters.discovery.context.sure', 9 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.fiogonia.euchre', 25 ad_requests with mean bid_floor 45.8; 16 sessions in app 'com.fiogonia.hearts', 1246 ad_requests with mean bid_floor 24.2; 30 sessions in app 'com.fiogonia.spades', 5007 ad_requests with mean bid_floor 38.9; 45 sessions in app 'com.gamovation.tileclub', 1928 ad_requests with mean bid_floor 4.9, 1 impressions of adomain 'about.bugmd.com' with mean price 0.1, 136 impressions of adomain 'adidas.com' with mean price 0.0, 10 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'autozone.com' with mean price 0.2, 16 impressions of adomain 'avidly.com' with mean price 0.0, 7 impressions of adomain 'bindright.com' with mean price 0.5, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 3 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'cub.com' with mean price 0.2, 1 impressions of adomain 'dailymentalvitamins.com' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 23 impressions of adomain 'doubledowncasino2.com' with mean price 0.5, 1 impressions of adomain 'getjobber.com' with mean price 0.0, 1 impressions of adomain 'getwavetune.com' with mean price 0.1, 1 impressions of adomain 'giveitlove.com' with mean price 0.0, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'guardiancollision.com' with mean price 0.7, 4 impressions of adomain 'haleon.com' with mean price 0.0, 2 impressions of adomain 'helloned.com' with mean price 0.1, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 4 impressions of adomain 'honda.com' with mean price 0.2, 1 impressions of adomain 'indeed.com' with mean price 0.1, 7 impressions of adomain 'investructor.com' with mean price 0.0, 1 impressions of adomain 'iqviadigital.com' with mean price 0.3, 1 clicks of adomain 'iqviadigital.com', 2 impressions of adomain 'jcpenny.com' with mean price 0.1, 1 impressions of adomain 'justdice.io' with mean price 11.3, 1 impressions of adomain 'leafwatersystems.com' with mean price 0.4, 2 impressions of adomain 'makeheadway.com' with mean price 0.0, 11 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'mzwallace.com' with mean price 0.7, 1 impressions of adomain 'ndsu.edu' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'papaya.com' with mean price 0.3, 10 impressions of adomain 'papayagaming.com' with mean price 0.0, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'peacocktv.com' with mean price 0.1, 2 impressions of adomain 'plannedparenthood.org' with mean price 0.2, 3 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'productmadness.com' with mean price 12.1, 6 impressions of adomain 'samsung.com' with mean price 0.1, 1 impressions of adomain 'solitairecash.com' with mean price 1.2, 3 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'target.com' with mean price 0.1, 1 impressions of adomain 'visitarizona.com' with mean price 1.0, 4 impressions of adomain 'wegovy.com' with mean price 0.3; 2 sessions in app 'com.greyfun.card.solitaire.classic', 40 ad_requests with mean bid_floor 21.9; 1 sessions in app 'com.hunting.champs', 7 ad_requests with mean bid_floor 0.2; 2 sessions in app 'com.jctswbglsm.SwipeAway', 189 ad_requests with mean bid_floor 13.9, 9 impressions of adomain 'amazon.com' with mean price 0.3, 6 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'mdmexclusives.com' with mean price 8.1; 1 sessions in app 'com.king.farmheroessaga', 8 ad_requests with mean bid_floor 3.1; 4 sessions in app 'com.ksgmobileinc.lobstermaniaslots', 4 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.maps.radar.navigation.android2023', 7 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.murka.tripeaks.solitaire', 23 ad_requests with mean bid_floor 3.1, 3 impressions of adomain 'doubledowncasino2.com' with mean price 0.5; 1 sessions in app 'com.oakever.tiletrip', 16 ad_requests with mean bid_floor 21.8; 1 sessions in app 'com.online.huntingsniper', 18 ad_requests with mean bid_floor 32.0; 1 sessions in app 'com.pdf.reader.editor.fill.sign', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.sciplay.dancingdrumsslots', 13 ad_requests with mean bid_floor 47.1; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.0; 2 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.v2r.JewelWesternMatch', 76 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'nordvpn.com' with mean price 0.1; 6 sessions in app 'com.zynga.livepoker', 41 ad_requests with mean bid_floor 23.8; 4 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 45 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'brother-usa.com' with mean price 0.6, 5 impressions of adomain 'propeat.com' with mean price 1.8; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 7.3; 5 sessions in app 'in.playsimple.wordtrip', 26 ad_requests with mean bid_floor 23.4; 1 sessions in app 'jp.co.goodroid.hyper.hexaaway', 18 ad_requests with mean bid_floor 5.0, 6 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'brother-usa.com' with mean price 0.2, 1 impressions of adomain 'dnamotoring.com' with mean price 0.2, 8 impressions of adomain 'doubledowncasino2.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.3; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 6.2; 1 sessions in app 'onet.connect.charming.girl', 17 ad_requests with mean bid_floor 42.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 13:15:24;time_since_impression_in_hours is 576;channel is 'USA/I/bidmachine/com.gamovation.tileclub/False/234';time_since_click_in_hours is 1297;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.311564741559882;partition is 2416;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(purchase)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_MID_PRICE_LOW_VAR_AG_23k_01_31_2025' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_80' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '67ffcac4-ae1a-4f35-a931-b94adfa534a6;'uuid is 'f06af1e0-f83f-4bec-b685-48e957b94bd1';bid_timestamp is '2025-01-14 6:03:21';device_id is '67ffcac4-ae1a-4f35-a931-b94adfa534a6';biddate is '2025-01-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 180.436668401771;target_cpi is 2.92421914454545;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.67;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-14 06:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.bingo.legends.game', 2 ad_requests with mean bid_floor 2.6; 8 sessions in app 'com.blackout.spades', 349 ad_requests with mean bid_floor 37.9, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 180.4; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 11.6; 16 sessions in app 'com.enflick.android.TextNow', 17 ad_requests with mean bid_floor 44.0; 62 sessions in app 'com.flashlight.callflash.ringingbet', 1431 ad_requests with mean bid_floor 5.2; 24 sessions in app 'com.healthassistant.bloodtrack.monitor', 260 ad_requests with mean bid_floor 5.2; 184 sessions in app 'com.launcher.light.theme3d', 1090 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.medicinereminder.bloodsugar.bloodpressure.heart', 2 ad_requests with mean bid_floor 68.4; 17 sessions in app 'com.newpubco.spades', 1963 ad_requests with mean bid_floor 18.2, 14 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'beachsidehospitalityevents.com' with mean price 0.8, 10 impressions of adomain 'chrysler.com' with mean price 1.2, 1 impressions of adomain 'discovery.com' with mean price 0.2, 2 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.8, 1 impressions of adomain 'fetchrewards.com' with mean price 0.6, 1 impressions of adomain 'gn-us.com' with mean price 0.5, 40 impressions of adomain 'harrys.com' with mean price 2.9, 1 impressions of adomain 'illinoislottery.com' with mean price 0.7, 1 impressions of adomain 'intuit.com' with mean price 0.8, 1 impressions of adomain 'iwgplc.com' with mean price 0.8, 3 impressions of adomain 'lenovo.com' with mean price 1.1, 1 impressions of adomain 'livenationentertainment.com' with mean price 0.2, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 3 impressions of adomain 'paypal.com' with mean price 0.8, 1 impressions of adomain 'pgpro.com' with mean price 0.7, 2 impressions of adomain 'rvia.org' with mean price 0.9, 1 clicks of adomain 'rvia.org', 1 impressions of adomain 'samsung.com' with mean price 1.1, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'southwest.com' with mean price 0.4, 4 impressions of adomain 'temptationstreats.com' with mean price 0.5, 1 impressions of adomain 'usmaterial.growone.sg' with mean price 7.8; 2 sessions in app 'com.peoplefun.wordcross', 26 ad_requests with mean bid_floor 6.3; 8 sessions in app 'com.playvalve.spades', 257 ad_requests with mean bid_floor 76.0, 2 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'harrys.com' with mean price 3.0; 1 sessions in app 'com.rjp.diarypro', 7 ad_requests with mean bid_floor 1.1; 3 sessions in app 'com.tripledot.solitaire', 7 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.tripledot.spades', 17 ad_requests with mean bid_floor 26.5; 4 sessions in app 'com.tripledot.woodoku', 30 ad_requests with mean bid_floor 5.0; 4 sessions in app 'com.wildcard.spadespop', 178 ad_requests with mean bid_floor 8.4, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 21.8, 3 impressions of adomain 'xifaxan.com' with mean price 0.4; 1 sessions in app 'com.wonderpeople.megahitpoker.global', 4 ad_requests with mean bid_floor 117.4; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 12.1; 1 sessions in app 'find.easy.hidden.differences', 92 ad_requests with mean bid_floor 3.6; 1 sessions in app 'find.spot.fun.relax.difference', 66 ad_requests with mean bid_floor 53.0; 2 sessions in app 'in.playsimple.wordsearch', 2 ad_requests with mean bid_floor 5.0; 4 sessions in app 'in.playsimple.wordtrip', 26 ad_requests with mean bid_floor 18.8; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 4.8';dc_35roundended_before_d8 is 1;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is 2025-01-20 21:05:09;dc_15roundended_before_d8_timestamp is 45675.7113541667;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-14 6:06:39;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.222890971828025;partition is 682;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.enflick.android.TextNow_Android_CPI_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_100k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.enflick.android.TextNow_Android_CPI_abdoul_V3_100k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_21_12_2024' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_and_ag_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_100k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.enflick.android.TextNow_Android_CPA(session_start)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '5a7689c0-815d-49e0-8c9c-e2763b7e7086;'uuid is 'bf8f0b65-95c9-48af-9c36-e63ae1792a1d';bid_timestamp is '2025-02-03 13:40:25';device_id is '5a7689c0-815d-49e0-8c9c-e2763b7e7086';biddate is '2025-02-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 42.1640729028507;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 20.811887;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.89;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-03 13:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'clean.master.antivirus.battery.ora', 36 ad_requests with mean bid_floor 53.3; 4 sessions in app 'com.antivirus', 19 ad_requests with mean bid_floor 7.3; 1 sessions in app 'com.avg.cleaner', 3 ad_requests with mean bid_floor 31.0; 23 sessions in app 'com.blackout.spades', 1111 ad_requests with mean bid_floor 33.2, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 clicks of adomain 'creditkarma.com', 4 impressions of adomain 'creditkarma.com' with mean price 38.0, 1 impressions of adomain 'groovelife.com' with mean price 2.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 42.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.8, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 2.1; 1 sessions in app 'com.car.crashstunts.crash.parksimulator.crashCar', 37 ad_requests with mean bid_floor 15.3; 2 sessions in app 'com.meowth.flowermaster', 69 ad_requests with mean bid_floor 6.1; 3 sessions in app 'com.newpubco.spades', 127 ad_requests with mean bid_floor 20.2, 1 clicks of adomain 'creditkarma.com', 1 impressions of adomain 'creditkarma.com' with mean price 38.4, 1 impressions of adomain 'rosevilleautomall.com' with mean price 1.1, 1 impressions of adomain 'samsung.com' with mean price 1.2; 4 sessions in app 'com.solitairemaster.rock', 323 ad_requests with mean bid_floor 15.4; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 7.8; 17 sessions in app 'kjv.bible.kingjamesbible', 395 ad_requests with mean bid_floor 38.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-03 14:22:08;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.99825949929994;partition is 4005;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPA(COMPLETE_LEVEL_10)_abdoul_mmp_V5_500k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'de.empfohlen_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_62k_01_02_2025' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPA(in-app_purchase)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '0434d8c3-ebdc-4a56-9258-f771bcb2d5f1;'uuid is 'a06cf61d-f32e-400e-9284-61b18258dbd6';bid_timestamp is '2025-02-09 0:17:26';device_id is '0434d8c3-ebdc-4a56-9258-f771bcb2d5f1';biddate is '2025-02-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 83.887027070751;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is 88.929141;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 18062153 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 3.39;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '18062147';hour is '2025-02-09 00:00:00+00:00';day_of_week is '6';os_version is 13;user_behavior_stats_in_past is '18 sessions in app 'com.blackout.spades', 750 ad_requests with mean bid_floor 20.0, 28 impressions of adomain 'amazon.com' with mean price 1.0, 5 impressions of adomain 'centurygames.com' with mean price 120.9, 1 impressions of adomain 'gnc.com' with mean price 0.7, 1 impressions of adomain 'mistplay.com' with mean price 0.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 83.9, 1 impressions of adomain 'niveausa.com' with mean price 0.9, 2 impressions of adomain 'nutrafol.com' with mean price 0.9, 1 impressions of adomain 'papajohns.com' with mean price 1.1, 1 impressions of adomain 'paramountplus.com' with mean price 1.4, 1 impressions of adomain 'samsung.com' with mean price 1.5, 3 impressions of adomain 'tripledotstudios.com' with mean price 1.1, 2 impressions of adomain 'watersort.gurugame.ai' with mean price 0.6, 3 impressions of adomain 'winixamerica.com' with mean price 1.1; 1 sessions in app 'com.newpubco.spades', 13 ad_requests with mean bid_floor 49.0; 1 sessions in app 'com.staplegames.tilecollector', 1 ad_requests with mean bid_floor 7.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-09 0:25:16;time_since_impression_in_hours is 5017;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 5017;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.258377364249579;partition is 329;segments is ['com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_31_2025' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_Moloco_bundles_q965_300k_03_02_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP_5_AG_100k_01_31_2025' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_62k_01_02_2025' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '270c3d78-9c00-4db3-841c-28cb8360bb78;'uuid is 'e206dedc-a4c6-4b37-a996-1f4c74574d12';bid_timestamp is '2025-02-06 17:19:22';device_id is '270c3d78-9c00-4db3-841c-28cb8360bb78';biddate is '2025-02-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 123.341264638454;target_cpi is 1.2;campaign is 58205;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 29.68;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.87;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 17:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '8 sessions in app 'com.blackout.spades', 712 ad_requests with mean bid_floor 14.4, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 123.3, 5 impressions of adomain 'offerhives.com' with mean price 1.1, 1 impressions of adomain 'tripledot.com' with mean price 1.6; 1 sessions in app 'com.game.space.shooter2', 20 ad_requests with mean bid_floor 13.3; 4 sessions in app 'com.gamovation.chessclubpilot', 55 ad_requests with mean bid_floor 6.2, 1 impressions of adomain 'crypto.com' with mean price 0.3, 2 impressions of adomain 'draftkings.com' with mean price 3.0, 2 impressions of adomain 'mistplay.com' with mean price 2.0, 2 impressions of adomain 'roblox.com' with mean price 0.6; 1 sessions in app 'com.mobilityware.solitaire', 18 ad_requests with mean bid_floor 43.7, 1 impressions of adomain 'audible.com' with mean price 1.3, 1 impressions of adomain 'gopuff.com' with mean price 1.3, 1 impressions of adomain 'help.supercellsupport.com' with mean price 1.3, 1 impressions of adomain 'mistplay.com' with mean price 1.3, 1 impressions of adomain 'productmadness.com' with mean price 1.3, 1 impressions of adomain 'spinxgames.com' with mean price 1.3, 1 impressions of adomain 'squareup.com' with mean price 1.2; 1 sessions in app 'com.newpubco.spades', 39 ad_requests with mean bid_floor 32.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 17:23:19;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.405164817635819;partition is 2028;segments is ['HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'bloom_com.blackout.spades_USA_1d' 'HDIP_iOS_USA_200_users_LITE' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f005e56d-d1a8-4978-838c-41f8794ead20;'uuid is 'b8bef58c-48e1-4a26-aa7c-ea4b45483d4b';bid_timestamp is '2025-01-18 11:17:05';device_id is 'f005e56d-d1a8-4978-838c-41f8794ead20';biddate is '2025-01-18';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'unity sdk';raw_price is 14.9999999999999;target_cpi is 3.71999999999999;campaign is 58056;creative_id is 228965;session_duration is 7 ;seller_name is 'Unity SSP';seller_id is 113;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.802;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 1012283 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 11;prior_tag_clicks_count is 22 ;time_since_click is '1012276';hour is '2025-01-18 11:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '24 sessions in app 'com.blackout.spades', 4091 ad_requests with mean bid_floor 27.5, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'carnationbreakfastessentials.com' with mean price 0.4, 2 impressions of adomain 'checkout51.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 2 impressions of adomain 'orgain.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 2.0, 1 impressions of adomain 'visitcabarrus.com' with mean price 2.4; 2 sessions in app 'com.fivebits.dograils', 58 ad_requests with mean bid_floor 7.1; 6 sessions in app 'com.newpubco.spades', 1383 ad_requests with mean bid_floor 21.5, 2 impressions of adomain 'advanceamerica.net' with mean price 0.5, 6 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bestbuy.com' with mean price 0.5, 2 impressions of adomain 'carnationbreakfastessentials.com' with mean price 0.5, 3 impressions of adomain 'carolinacat.com' with mean price 0.7, 1 impressions of adomain 'furniturerow.com' with mean price 0.5, 3 impressions of adomain 'healthprimal.com' with mean price 7.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 3 impressions of adomain 'peppermint-lips.com' with mean price 9.7, 1 impressions of adomain 'supertreat.net' with mean price 0.1, 4 impressions of adomain 'uti.edu' with mean price 2.7; 1 sessions in app 'com.pixel.art.coloring.color.number', 22 ad_requests with mean bid_floor 27.3; 2 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.5; 1 sessions in app 'id.indologam.climb.high.master', 12 ad_requests with mean bid_floor 5.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-18 23:51:42;time_since_impression_in_hours is 281;channel is 'USA/V/unity sdk/com.blackout.spades/False/113';time_since_click_in_hours is 281;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.56459295814302;partition is 2369;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA_dc_8EndGame_BeforeD8_abdoul_100k_07_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '78dc2f78-b862-4afe-822b-6d875f01760b;'uuid is '2bab3b18-fa2d-4bfc-9059-0e0256710aa5';bid_timestamp is '2025-01-13 2:43:36';device_id is '78dc2f78-b862-4afe-822b-6d875f01760b';biddate is '2025-01-13';country is 'USA';app is 'com.barkaoui.milky.tea.sorting';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 18.3442704190542;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 5 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'i';bid_floor is 13.2606 ;min_floor is 13.2606 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 22818395 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.33;prior_theme_impressions_count is 8;prior_tag_clicks_count is 3 ;time_since_click is '22818392';hour is '2025-01-13 02:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.barkaoui.milky.tea.sorting', 71 ad_requests with mean bid_floor 22.4; 1 sessions in app 'com.fcvdq.aimedfire', 171 ad_requests with mean bid_floor 12.6; 4 sessions in app 'com.newpubco.spades', 44 ad_requests with mean bid_floor 5.6; 51 sessions in app 'net.peakgames.mobile.spades.android', 2416 ad_requests with mean bid_floor 31.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is 2025-01-13 2:54:50;0_timestamp is 2025-01-13 2:54:50;time_since_impression_in_hours is 6338;channel is 'USA/I/chartboost-android-sdk/com.barkaoui.milky.tea.sorting/True/98';time_since_click_in_hours is 6338;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.232532759448249;partition is 165;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'embeddings_centroid_similarity_installs_1191435163']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '8fdfe18b-3c55-4c95-9ce6-1c0722381fd7;'uuid is '49cf64dc-d165-47c1-a6c5-019cbfdbd65f';bid_timestamp is '2025-01-08 13:04:45';device_id is '8fdfe18b-3c55-4c95-9ce6-1c0722381fd7';biddate is '2025-01-08';country is 'USA';app is 'com.RealGC.eurobus';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 3.11635173434018;target_cpi is 1.50327745847133;campaign is 57724;creative_id is 229286;session_duration is 10 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.04 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.269491;placement_historical_value is ;third_party_bid_price is 0.04;prior_tag_impressions_count is 4 ;time_since_impression is 812928 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.38;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is '1455184';hour is '2025-01-08 13:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'b6178751f54a8ba0ef9590a18fb658ff', 0 ad_requests with mean bid_floor 0.0; 24 sessions in app 'co.aviagames.mtp.billiards.samsung', 196 ad_requests with mean bid_floor 69.0; 33 sessions in app 'com.Partyup.GolfRoyale', 856 ad_requests with mean bid_floor 1.8, 1 impressions of adomain 'basf.com' with mean price 1.5, 1 impressions of adomain 'campbells.com' with mean price 0.6, 5 impressions of adomain 'clorox.com' with mean price 1.1, 5 impressions of adomain 'conagrabrands.com' with mean price 0.8, 2 impressions of adomain 'flowersfoods.com' with mean price 1.2, 6 impressions of adomain 'haleon.com' with mean price 0.7, 1 impressions of adomain 'justplayapps.com' with mean price 0.6, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 0.6, 1 impressions of adomain 'mcdonalds.com' with mean price 1.3, 1 impressions of adomain 'milanlaser.com' with mean price 1.0, 2 impressions of adomain 'nestlehealthscience.us' with mean price 0.9, 1 impressions of adomain 'olay.com' with mean price 1.5, 12 impressions of adomain 'pepsico.com' with mean price 1.4, 3 impressions of adomain 'pg.com' with mean price 0.8, 3 impressions of adomain 'planetoat.com' with mean price 0.7, 1 impressions of adomain 'theblackhawkcasino.com' with mean price 2.9, 10 impressions of adomain 'walmart.com' with mean price 2.7; 2 sessions in app 'com.RocinanteGames.SwatTacticalShooter', 9 ad_requests with mean bid_floor 2.9; 2 sessions in app 'com.awesome.puzzlehexasort', 52 ad_requests with mean bid_floor 62.6; 1 sessions in app 'com.ddd.americansniper3d', 5 ad_requests with mean bid_floor 3.1; 29 sessions in app 'com.fc.hexa.sort.color.sorting.brain.puzzle', 1377 ad_requests with mean bid_floor 2.8, 1 impressions of adomain 'adidas.com' with mean price 0.0, 4 impressions of adomain 'amazon.com' with mean price 1.0, 1 impressions of adomain 'discovery.com' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'freecash.com' with mean price 9.3, 3 impressions of adomain 'gurugame.ai' with mean price 0.0, 3 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'microsoft.com' with mean price 0.5, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3; 43 sessions in app 'com.fiogonia.dominoes', 13045 ad_requests with mean bid_floor 53.3; 12 sessions in app 'com.freeplaysultanov.shootit', 199 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.gamovation.tileclub', 2 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.goplaytoday.sniper3d', 9 ad_requests with mean bid_floor 13.5; 24 sessions in app 'com.hexa.master.puzzle.match3d', 359 ad_requests with mean bid_floor 1.1, 1 impressions of adomain '2bimc.com' with mean price 0.1, 75 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'cash.app' with mean price 0.1, 4 impressions of adomain 'cox.com' with mean price 0.3, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 3 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'helloned.com' with mean price 0.1, 1 impressions of adomain 'herfirstwomenshealth.com' with mean price 2.8, 1 impressions of adomain 'higgsgamestudio.com' with mean price 0.0, 1 impressions of adomain 'ibew.org' with mean price 0.9, 3 impressions of adomain 'justplayapps.com' with mean price 0.4, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 3 impressions of adomain 'luckystarcasino.org' with mean price 0.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'myvega.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'playducky.com' with mean price 0.1, 2 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'tempursealy.com' with mean price 0.6, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.1, 1 impressions of adomain 'www.learnings.ai' with mean price 0.0; 5 sessions in app 'com.ig.bus.out', 87 ad_requests with mean bid_floor 2.6, 7 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'callapp.com' with mean price 0.1, 18 impressions of adomain 'cox.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.0, 2 impressions of adomain 'integrityautofinance.com' with mean price 0.3, 2 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 1 impressions of adomain 'justplayapps.com' with mean price 0.3, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'papayagaming.com' with mean price 0.2, 2 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'starz.com' with mean price 0.0; 12 sessions in app 'com.ig.wood.hexa.color', 330 ad_requests with mean bid_floor 1.0, 7 impressions of adomain '9snail.com' with mean price 0.0, 9 impressions of adomain 'amazon.com' with mean price 0.3, 4 impressions of adomain 'audible.com' with mean price 0.2, 2 impressions of adomain 'belka-games.com' with mean price 0.0, 3 impressions of adomain 'benjaminone.com' with mean price 6.2, 2 impressions of adomain 'bidease.com_101931' with mean price 0.1, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 1 impressions of adomain 'crazymaplestudios.com' with mean price 0.0, 2 impressions of adomain 'crossmath.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'illinoislottery.com' with mean price 0.0, 2 impressions of adomain 'instacart.com' with mean price 0.1, 5 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 4 impressions of adomain 'justplayapps.com' with mean price 0.3, 11 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'm2blocks.gurugame.ai' with mean price 0.0, 4 impressions of adomain 'meetava.com' with mean price 0.0, 4 impressions of adomain 'megafortuna.co' with mean price 0.0, 5 impressions of adomain 'milanlaser.com' with mean price 0.3, 2 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 2 impressions of adomain 'moneylion.com' with mean price 0.0, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 2 impressions of adomain 'nike.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'progressive.com' with mean price 0.1, 4 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'scopely.com' with mean price 0.2, 1 impressions of adomain 'scorewarrior.com' with mean price 0.0, 1 impressions of adomain 'self.inc' with mean price 0.0, 3 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'softbakedapps.com' with mean price 0.0, 2 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'speed.app' with mean price 0.0, 3 impressions of adomain 'spider.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'valhalla-survival.com' with mean price 0.0, 1 impressions of adomain 'yahoo.com' with mean price 0.0, 2 impressions of adomain 'zencolor.app' with mean price 0.0; 1 sessions in app 'com.inspiredsquare.jupiter1', 10 ad_requests with mean bid_floor 0.7; 1 sessions in app 'com.matchingham.sniperattack', 14 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.mattel163.phase10', 13 ad_requests with mean bid_floor 181.3; 1 sessions in app 'com.miniclip.checkers', 9 ad_requests with mean bid_floor 4.4; 5 sessions in app 'com.mobilityware.Hearts', 326 ad_requests with mean bid_floor 17.9, 1 clicks of adomain 'benjaminone.com', 1 impressions of adomain 'benjaminone.com' with mean price 10.7, 1 clicks of adomain 'doc-hosting.flycricket.io', 2 impressions of adomain 'doc-hosting.flycricket.io' with mean price 8.4, 2 clicks of adomain 'freecash.com', 3 impressions of adomain 'freecash.com' with mean price 11.4, 3 impressions of adomain 'playtika.com' with mean price 10.4, 2 clicks of adomain 'scopely.com', 2 impressions of adomain 'scopely.com' with mean price 9.8, 1 impressions of adomain 'scrambly.io' with mean price 12.9, 1 impressions of adomain 'swagbucks.com' with mean price 12.1; 1 sessions in app 'com.newpubco.spades', 124 ad_requests with mean bid_floor 17.7, 1 impressions of adomain 'addyi.com' with mean price 0.3, 4 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'audible.com' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'cox.com' with mean price 0.2, 2 impressions of adomain 'depend.com' with mean price 0.2, 2 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'kimberly-clark.com' with mean price 0.3, 2 impressions of adomain 'lenovo.com' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 2 impressions of adomain 'newchapter.com' with mean price 0.2, 2 impressions of adomain 'nurtec.com' with mean price 1.3, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'oakevergames.com' with mean price 0.2, 1 impressions of adomain 'okbu.edu' with mean price 0.2, 1 impressions of adomain 'okcphil.org' with mean price 0.4, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'pbs.org' with mean price 0.9, 1 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'playtika.com' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2, 3 impressions of adomain 'tatesbakeshop.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 3 impressions of adomain 'uco.edu' with mean price 0.7, 1 impressions of adomain 'vicks.com' with mean price 0.5; 2 sessions in app 'com.niklas.fpsdefense', 52 ad_requests with mean bid_floor 12.2; 48 sessions in app 'com.online.huntingsniper', 153 ad_requests with mean bid_floor 3.0; 2 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 6.6; 8 sessions in app 'com.peoplefun.wordsolitaire', 158 ad_requests with mean bid_floor 8.5, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'bausch.com' with mean price 0.4, 1 impressions of adomain 'bbumgames.com' with mean price 0.0, 1 impressions of adomain 'bimbousa.com' with mean price 0.3, 1 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 1 impressions of adomain 'roblox.com' with mean price 0.0, 2 impressions of adomain 'thenewprimal.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 0.5, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0; 9 sessions in app 'com.playvalve.yatzy', 2905 ad_requests with mean bid_floor 123.5, 3 impressions of adomain 'amazon.com' with mean price 0.3, 12 impressions of adomain 'cox.com' with mean price 0.3, 1 impressions of adomain 'epson.com' with mean price 0.1, 1 impressions of adomain 'ozempic.com' with mean price 2.6; 1 sessions in app 'com.rescue.agent', 3 ad_requests with mean bid_floor 121.0; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.slippy.linerusher', 4 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.snipergame.assassin.contract.gun.shooting.war', 17 ad_requests with mean bid_floor 2.8; 3 sessions in app 'com.solitaire.patience.klondike.classic.card.games', 105 ad_requests with mean bid_floor 27.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.5; 1 sessions in app 'com.supergame.hexa.up.sort.game', 9 ad_requests with mean bid_floor 0.6; 14 sessions in app 'com.tapped.snipersiege', 303 ad_requests with mean bid_floor 1.1; 1 sessions in app 'com.taptapgames.unpuzzle', 27 ad_requests with mean bid_floor 7.4; 3 sessions in app 'com.traffic.car.parking.jam.color.sort', 94 ad_requests with mean bid_floor 13.0, 1 impressions of adomain 'elliottroofs.com' with mean price 1.5, 1 impressions of adomain 'fivestarpainting.com' with mean price 1.1, 1 impressions of adomain 'hartwoodsunnyvale.com' with mean price 1.1, 2 impressions of adomain 'justplayapps.com' with mean price 0.4, 1 impressions of adomain 'landmarkfinehomes.com' with mean price 1.2, 48 impressions of adomain 'luckystarcasino.org' with mean price 1.0, 2 impressions of adomain 'okcroofrepairs.com' with mean price 0.6, 1 impressions of adomain 'reroofamerica.com' with mean price 0.5, 1 impressions of adomain 'retirementreadytest.com' with mean price 0.6, 1 impressions of adomain 'scopely.com' with mean price 0.2; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 8.7; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 6.9; 9 sessions in app 'com.vitastudio.spider', 379 ad_requests with mean bid_floor 69.5, 1 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'boironusa.com' with mean price 0.1, 4 impressions of adomain 'campingworld.com' with mean price 0.2, 1 impressions of adomain 'claconnect.com' with mean price 0.2, 7 impressions of adomain 'dramamine.com' with mean price 0.2, 2 impressions of adomain 'evrysdi.com' with mean price 0.2, 6 impressions of adomain 'gohealthuc.com' with mean price 0.1, 1 impressions of adomain 'jimsformalwear.com' with mean price 1.4, 1 impressions of adomain 'mdlive.com' with mean price 0.8, 4 impressions of adomain 'milanlaser.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'oattravel.com' with mean price 4.1, 2 impressions of adomain 'operationsmile.org' with mean price 0.2, 1 impressions of adomain 'papayagaming.com' with mean price 0.4, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.1, 3 impressions of adomain 'sling.com' with mean price 0.4, 2 impressions of adomain 'taxact.com' with mean price 0.2, 3 impressions of adomain 'wellbizbrands.com' with mean price 0.1; 8 sessions in app 'com.zm.nuts', 249 ad_requests with mean bid_floor 4.9, 1 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'benjaminone.com' with mean price 0.1, 1 impressions of adomain 'freecash.com' with mean price 0.1, 3 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0; 2 sessions in app 'com.zynga.livepoker', 12 ad_requests with mean bid_floor 19.1; 1 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 39 ad_requests with mean bid_floor 2.2; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'ghost.shooting.sniper.real3d.action.free.android', 12 ad_requests with mean bid_floor 3.2; 2 sessions in app 'in.playsimple.tripcross', 7 ad_requests with mean bid_floor 7.6; 1 sessions in app 'in.playsimple.wordsearch', 84 ad_requests with mean bid_floor 8.9; 8 sessions in app 'in.playsimple.wordtrip', 33 ad_requests with mean bid_floor 22.5; 6 sessions in app 'jp.co.goodroid.hyper.hexaaway', 158 ad_requests with mean bid_floor 2.0, 21 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 2 impressions of adomain 'discovery.com' with mean price 0.2, 1 impressions of adomain 'kohls.com' with mean price 0.2, 2 impressions of adomain 'oattravel.com' with mean price 1.3, 2 impressions of adomain 'opi.com' with mean price 0.2, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 3 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 63 ad_requests with mean bid_floor 24.8, 3 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'copilot.microsoft.com' with mean price 0.1, 2 impressions of adomain 'learnings.ai' with mean price 0.2, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'moonpay.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 0.4, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 13 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 270 ad_requests with mean bid_floor 0.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 225;channel is 'USA/I/applovin/com.RealGC.eurobus/False/117';time_since_click_in_hours is 404;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.460084897302886;partition is 165;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2mln' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(5_mine_0_day)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k_frozen' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '1526a261-6a35-44c8-9091-97f89c4536a6;'uuid is '97072eb2-863f-49de-adfb-c06b7c04ea76';bid_timestamp is '2025-02-07 20:32:18';device_id is '1526a261-6a35-44c8-9091-97f89c4536a6';biddate is '2025-02-07';country is 'USA';app is 'com.un2.wordcross';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 25.4016355483026;target_cpi is 7;campaign is 58302;creative_id is 229286;session_duration is 11 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'i';bid_floor is 9.2856 ;min_floor is 9.2856 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.25;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 20:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.newpubco.spades', 34 ad_requests with mean bid_floor 20.6; 17 sessions in app 'com.staplegames.spades', 2873 ad_requests with mean bid_floor 51.2; 3 sessions in app 'com.un2.wordcross', 121 ad_requests with mean bid_floor 8.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 20:44:18;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.un2.wordcross/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.62007080504585;partition is 6;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'bd117f9f-8810-4477-8744-acaf02829183;'uuid is '79633be4-e612-4e4a-a51f-08d30576495a';bid_timestamp is '2024-12-27 0:27:11';device_id is 'bd117f9f-8810-4477-8744-acaf02829183';biddate is '2024-12-27';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 21.5969074135338;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 1.06;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 64594 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 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'com.bingo.legends.game', 2 ad_requests with mean bid_floor 5.2; 14 sessions in app 'com.block.juggle', 55 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.daily.bible.trivia.android', 9 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.econogames.bible.versepuzzle.gp', 11 ad_requests with mean bid_floor 0.9; 2 sessions in app 'com.funcraft.dicewords', 123 ad_requests with mean bid_floor 63.6, 8 impressions of adomain 'adidas.com' with mean price 0.0, 27 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'paramount.com' with mean price 0.0, 1 clicks of adomain 'speelead.com', 3 impressions of adomain 'speelead.com' with mean price 24.6; 2 sessions in app 'com.funcraft.triviamasters', 208 ad_requests with mean bid_floor 76.8; 10 sessions in app 'com.goods.master3d.triple.puzzle', 1093 ad_requests with mean bid_floor 165.5, 2 impressions of adomain 'breztrihcp.com' with mean price 1.7, 1 impressions of adomain 'nurtec.com' with mean 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with mean price 0.2, 1 impressions of adomain 'papayagaming.com' with mean price 0.2; 4 sessions in app 'com.newleaf.app.android.victor', 146 ad_requests with mean bid_floor 114.1; 4 sessions in app 'com.newpubco.spades', 160 ad_requests with mean bid_floor 10.5, 3 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'brumate.com' with mean price 0.7, 1 impressions of adomain 'chromadex.com' with mean price 0.9, 2 impressions of adomain 'edgeparkcgm.com' with mean price 2.1, 1 impressions of adomain 'epicpass.com' with mean price 4.3, 1 impressions of adomain 'ford.com' with mean price 0.3, 1 impressions of adomain 'foxwoods.com' with mean price 0.9, 1 impressions of adomain 'gardenoflife.com' with mean price 0.5, 1 impressions of adomain 'goodnes.com' with mean price 0.9, 2 impressions of adomain 'kay.com' with mean price 0.9, 1 impressions of adomain 'liftmaster.com' with mean price 0.9, 6 impressions of adomain 'metagenics.com' with mean price 0.9, 1 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with mean price 1.1; 4 sessions in app 'com.sort.match.games.triple.master.closet.goods', 11 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.sorting.games.match3d.goods.triple.puzzle', 81 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'acorn.tv' with mean price 0.7, 2 impressions of adomain 'adidas.com' with mean price 0.3, 1 impressions of adomain 'amazon.com' with mean price 0.4, 10 impressions of adomain 'chromadex.com' with mean price 0.6, 6 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'heritagestore.com' with mean price 0.6, 1 impressions of adomain 'hillspet.com' with mean price 0.5, 3 impressions of adomain 'niveausa.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'theraworx.com' with mean price 0.3; 49 sessions in app 'com.sortmatch.triple.drop.goods.puzzle', 1086 ad_requests with mean 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'bobcat.com' with mean price 1.2, 3 impressions of adomain 'boostmobile.com' with mean price 0.4, 2 impressions of adomain 'calvinklein.us' with mean price 0.2, 72 impressions of adomain 'chromadex.com' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.1, 2 impressions of adomain 'coach.com' with mean price 0.1, 1 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'crystalcoastnc.org' with mean price 0.4, 3 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'discovery.com' with mean price 0.5, 20 impressions of adomain 'disneyplus.com' with mean price 0.2, 3 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'dymatize.com' with mean price 0.1, 2 impressions of adomain 'elanco.us' with mean price 0.1, 1 impressions of adomain 'enerjoy.life' with mean price 0.1, 3 impressions of adomain 'ensure.com' with mean price 0.2, 1 impressions of adomain 'epicpass.com' with mean price 3.1, 4 impressions of adomain 'esupplements.com' with mean price 0.2, 1 impressions of adomain 'feel-good-foods.com' with mean price 1.0, 1 impressions of adomain 'ferrero.com' with mean price 0.1, 1 clicks of adomain 'flixchatter.net', 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 26 impressions of adomain 'ford.com' with mean price 0.3, 3 impressions of adomain 'gardenoflife.com' with mean price 0.1, 2 impressions of adomain 'gnc.com' with mean price 0.1, 12 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'gorillatough.com' with mean price 0.2, 12 impressions of adomain 'haleon.com' with mean price 0.3, 15 impressions of adomain 'hartz.com' with mean price 0.2, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.3, 13 impressions of adomain 'heritagestore.com' with mean price 0.3, 31 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'homespotter.com' with mean price 0.7, 1 impressions of adomain 'honeywell.com' with mean price 0.5, 1 impressions of adomain 'huggies.com' with mean price 0.2, 6 impressions of adomain 'ibotta.com' with mean price 0.1, 1 impressions of adomain 'iheart.com' with mean price 0.3, 4 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'justdice.io' with mean price 0.2, 9 impressions of adomain 'justwater.com' with mean price 0.3, 1 impressions of adomain 'kalahariresorts.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'kiddieacademy.com' with mean price 0.8, 4 impressions of adomain 'kimberly-clark.com' with mean price 0.2, 1 impressions of adomain 'kinders.com' with mean price 0.9, 84 impressions of adomain 'lifeextension.com' with mean price 0.2, 1 impressions of adomain 'liftmaster.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'listerine.com' with mean price 0.2, 3 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'macys.com' with mean price 0.2, 1 impressions of adomain 'matrix.com' with mean price 0.3, 18 impressions of adomain 'metagenics.com' with mean price 1.0, 2 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'moroccanoil.com' with mean price 0.3, 1 impressions of adomain 'naturemade.com' with mean price 0.3, 1 impressions of adomain 'naturesbakery.com' with mean price 0.3, 5 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 3 impressions of adomain 'nowfoods.com' with mean price 0.2, 2 impressions of adomain 'numerator.com' with mean price 0.1, 7 impressions of adomain 'nurtec-hcp.com' with mean price 0.3, 12 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'off-stamp.com' with mean price 1.7, 2 impressions of adomain 'olly.com' with mean price 0.1, 2 impressions of adomain 'opalescence.com' with mean price 0.2, 4 impressions of adomain 'orgain.com' with mean price 0.1, 18 impressions of adomain 'papayagaming.com' with mean price 0.2, 3 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'paulmitchell.com' with mean price 0.2, 1 impressions of adomain 'pentlyconger.com' with mean price 0.5, 1 impressions of adomain 'pepcid.com' with mean price 1.6, 34 impressions of adomain 'pepsico.com' with mean price 0.2, 1 impressions of adomain 'petiq.com' with mean price 0.1, 3 impressions of adomain 'pfister.com' with mean price 0.2, 2 impressions of adomain 'pharmavite.com' with mean price 0.1, 1 impressions of adomain 'phone.com' with mean price 0.7, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 6 impressions of adomain 'premierprotein.com' with mean price 0.2, 2 impressions of adomain 'prestigebrands.com' with mean price 3.0, 6 impressions of adomain 'primobrands.com' with mean price 0.4, 3 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'refreshbrand.com' with mean price 0.1, 1 impressions of adomain 'royalcanin.com' with mean price 0.1, 1 impressions of adomain 'sallyhansen.com' with mean price 0.2, 3 impressions of adomain 'samsung.com' with mean price 0.5, 4 impressions of adomain 'sculptnation.com' with mean price 0.2, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.9, 3 impressions of adomain 'solocup.com' with mean price 0.8, 1 clicks of adomain 'speelead.com', 1 impressions of adomain 'speelead.com' with mean price 27.8, 1 impressions of adomain 'spinmaster.com' with mean price 0.4, 7 impressions of adomain 'starz.com' with mean price 0.3, 1 impressions of adomain 'tatesbakeshop.com' with mean price 0.2, 6 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.1, 3 impressions of adomain 'tiktok.com' with mean price 1.4, 4 impressions of adomain 'totalwireless.com' with mean price 0.2, 5 impressions of adomain 'turkishairlines.com' with mean price 0.2, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 1 impressions of adomain 'ultimahealth.com' with mean price 0.1, 4 impressions of adomain 'us.shein.com' with mean price 0.1, 2 impressions of adomain 'vail.com' with mean price 1.5, 1 impressions of adomain 'visitarizona.com' with mean price 0.1, 28 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'wingstop.com' with mean price 0.3, 7 impressions of adomain 'wkkellogg.com' with mean price 0.8, 2 impressions of adomain 'wurl.com' with mean price 0.8, 9 impressions of adomain 'www2.wakefern.com' with mean price 1.5, 6 impressions of adomain 'ymcanyc.org' with mean price 1.4, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.3, 2 impressions of adomain 'yupelrihcp.com' with mean price 1.1, 1 impressions of adomain 'zales.com' with mean price 0.4, 2 impressions of adomain 'zyrtec.com' with mean price 0.3; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 10 ad_requests with mean bid_floor 9.9; 1 sessions in app 'com.tile.match.connect.game', 9 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.triple.match3d.family', 49 ad_requests with mean bid_floor 25.7; 2 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.wildcard.classicspades', 32 ad_requests with mean bid_floor 4.1, 1 impressions of adomain 'aloha.com' with mean price 0.3, 61 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'amcplus.com' with mean price 0.3, 2 impressions of adomain 'ancientnutrition.com' with mean price 0.2, 2 impressions of adomain 'bluetriton.com' with mean price 0.2, 2 impressions of adomain 'bose.com' with mean price 0.2, 5 impressions of adomain 'churchdwight.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.2, 43 impressions of adomain 'coca-cola.com' with mean price 0.3, 6 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'cvsa.org' with mean price 0.6, 2 impressions of adomain 'depend.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 3 impressions of adomain 'drinkpoppi.com' with mean price 0.2, 1 impressions of adomain 'espn.com' with mean price 0.2, 5 impressions of adomain 'esupplements.com' with mean price 0.3, 5 impressions of adomain 'ezmelts.com' with mean price 0.2, 2 impressions of adomain 'fiathouse.com' with mean price 0.3, 3 impressions of adomain 'foxwoods.com' with mean price 0.7, 1 impressions of adomain 'funnysphere.com' with mean price 0.3, 2 impressions of adomain 'gardenoflife.com' with mean price 0.2, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.2, 1 impressions of adomain 'goodnites.com' with mean price 0.2, 3 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.2, 55 impressions of adomain 'haleon.com' with mean price 0.3, 5 impressions of adomain 'hartz.com' with mean price 0.2, 1 impressions of adomain 'ibotta.com' with mean price 0.3, 5 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.4, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.2, 5 impressions of adomain 'kimberly-clark.com' with mean price 0.3, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 12 impressions of adomain 'lifeextension.com' with mean price 0.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'liquiddeath.com' with mean price 0.2, 2 impressions of adomain 'mavis.com' with mean price 0.2, 1 impressions of adomain 'metagenics.com' with mean price 0.3, 1 impressions of adomain 'mheducation.com' with mean price 0.3, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.8, 1 impressions of adomain 'mobilityware.com' with mean price 0.4, 1 impressions of adomain 'monsterenergy.com' with mean price 0.2, 1 impressions of adomain 'moroccanoil.com' with mean price 0.2, 1 impressions of adomain 'naturemade.com' with mean price 0.2, 1 impressions of adomain 'naturesbakery.com' with mean price 0.3, 4 impressions of adomain 'neurohacker.com' with mean price 0.3, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 1 impressions of adomain 'nowfoods.com' with mean price 0.4, 8 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'olly.com' with mean price 0.2, 3 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.2, 2 impressions of adomain 'paulmitchell.com' with mean price 0.3, 4 impressions of adomain 'pepsico.com' with mean price 0.3, 4 impressions of adomain 'pfister.com' with mean price 0.4, 2 impressions of adomain 'premierprotein.com' with mean price 0.2, 3 impressions of adomain 'prestigebrands.com' with mean price 0.2, 2 impressions of adomain 'qunol.com' with mean price 0.2, 1 impressions of adomain 'resideo.com' with mean price 0.2, 5 impressions of adomain 'sallyhansen.com' with mean price 0.3, 1 impressions of adomain 'sanofi.com' with mean price 0.4, 3 impressions of adomain 'sebastianprofessional.com' with mean price 0.2, 6 impressions of adomain 'sherwin-williams.com' with mean price 0.3, 1 impressions of adomain 'spectrumbrands.com' with mean price 0.2, 1 impressions of adomain 'sportsresearch.com' with mean price 0.4, 6 impressions of adomain 'starbucks.com' with mean price 0.2, 3 impressions of adomain 'tatesbakeshop.com' with mean price 0.3, 4 impressions of adomain 'tempursealy.com' with mean price 0.2, 2 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.2, 5 impressions of adomain 'unilever.com' with mean price 0.2, 1 impressions of adomain 'universalnutrition.com' with mean price 0.2, 1 impressions of adomain 'vytalogy.com' with mean price 0.2, 12 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'wooga.com' with mean price 0.4, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 1 sessions in app 'com.zm.watersort', 38 ad_requests with mean bid_floor 23.3, 2 impressions of adomain 'chromadex.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 1.1; 1 sessions in app 'find.differences.puzzle.games.spot.free', 9 ad_requests with mean bid_floor 1.2; 1 sessions in app 'happy.paint.coloring.color.number', 21 ad_requests with mean bid_floor 79.2; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 5.6; 4 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 11.2; 1 sessions in app 'kjvbible.verse.daily.bible.prayer', 2 ad_requests with mean bid_floor 5.9; 4 sessions in app 'net.peakgames.toonblast', 9 ad_requests with mean bid_floor 21.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-27 6:55:32;time_since_impression_in_hours is 17;channel is 'USA/V/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 18;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.387698254817336;partition is 3808;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_500k' 'and.lihuhu.findmatch_Android_CPA(COMPLETE_LEVEL_10)_abdoul_mmp_V5_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_10k_09_07_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 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'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_100k_frozen' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k_frozen' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_120)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'b2dc5719-e723-47cc-a990-bb2de0364b91;'uuid is '0f3a4fa8-0673-420f-a3fe-fd996da4bd32';bid_timestamp is '2025-02-08 21:34:16';device_id is 'b2dc5719-e723-47cc-a990-bb2de0364b91';biddate is '2025-02-08';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 115.930899453919;target_cpi is 1.2;campaign is 58205;creative_id is 229461;session_duration is 1 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.1306 ;min_floor is 2.1306 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 3.76;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-08 21:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '12 sessions in app 'com.blackout.spades', 231 ad_requests with mean bid_floor 11.9, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 115.9; 1 sessions in app 'com.mobilityware.Spades', 87 ad_requests with mean bid_floor 18.4, 1 clicks of adomain 'com.quiz.talent.machine', 1 impressions of adomain 'com.quiz.talent.machine' with mean price 37.5; 1 sessions in app 'com.newpubco.spades', 29 ad_requests with mean bid_floor 18.7, 1 impressions of adomain '9snail.com' with mean price 0.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 22:07:16;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.651494727530482;partition is 3808;segments is ['com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_31_2025' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP_5_AG_100k_01_31_2025' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '05bdb630-a301-40cd-8ff5-9de72f654aa4;'uuid is 'd5be6ec0-f15f-4265-af8a-1a995404a3b9';bid_timestamp is '2025-01-30 2:22:53';device_id is '05bdb630-a301-40cd-8ff5-9de72f654aa4';biddate is '2025-01-30';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 180;target_cpi is 3.71999999999999;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is 120.279896;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-30 02:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.biglime.cookingmadness', 7 ad_requests with mean bid_floor 10.0; 16 sessions in app 'com.blackout.spades', 733 ad_requests with mean bid_floor 6.1, 6 impressions of adomain 'amazon.com' with mean price 0.9, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 180.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.7, 5 impressions of adomain 'nutramaxlabs.com' with mean price 0.8, 5 impressions of adomain 'offerhives.com' with mean price 0.9, 2 impressions of adomain 'united.com' with mean price 1.4, 1 impressions of adomain 'www.vioc.com' with mean price 1.0; 1 sessions in app 'com.candywriter.bitlife', 11 ad_requests with mean bid_floor 473.9; 4 sessions in app 'com.newpubco.spades', 40 ad_requests with mean bid_floor 28.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-30 2:30:29;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.407886263560626;partition is 2427;segments is ['bloom_com.blackout.spades_USA_80' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is 'bc35aa22-b63d-47c0-ab25-cb2dcec80c8d';bid_timestamp is '2024-12-31 4:25:37';device_id is '6481bc64-cad6-4893-9808-8837e6140338';biddate is '2024-12-31';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 5.23930899999999;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 5.229309 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 16 ;time_since_impression is 8194 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.17;prior_theme_impressions_count is 16;prior_tag_clicks_count is 5 ;time_since_click is '8178';hour is '2024-12-31 04:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2;channel is 'USA/V/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 2;fast_imp_12h is 4;fast_click_2h is 1;rnd is 0.529558213902211;partition is 2427;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is '732d8fe7-6922-443d-bf37-a1aff23661cd';bid_timestamp is '2024-12-14 5:04:44';device_id is '0c131ad9-2d17-4c7c-a8a8-eb4f116b3343';biddate is '2024-12-14';country is 'USA';app is 'com.inspiredsquare.jupiter';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 20;target_cpi is 2;campaign is 57577;creative_id is 229142;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 2.65;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1.38;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-14 05:00:00+00:00';day_of_week is '5';os_version is 11;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-14 5:10:14;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/com.inspiredsquare.jupiter/True/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.337092300985696;partition is 536;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '9d0ddf60-4316-4b6b-b039-5d3d9ba98a12;'uuid is '70b54747-5362-404a-94f9-7e544d7f4b85';bid_timestamp is '2024-12-29 4:48:29';device_id is '9d0ddf60-4316-4b6b-b039-5d3d9ba98a12';biddate is '2024-12-29';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 137.481759460521;target_cpi is 3.008341583592;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.083333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.68;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-29 04:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior_stats_in_past is '4 sessions in app 'com.belkagames.wordjam', 52 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.brain.game.word.quiz', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.busuu.android.enc', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.crazy.letter.wordsearch', 1 ad_requests with mean bid_floor 0.0; 6 sessions in app 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games', 154 ad_requests with mean bid_floor 3.5, 5 impressions of adomain 'amazon.com' with mean price 0.2, 5 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 2 impressions of adomain 'mcdonalds.com' with mean price 0.0, 2 impressions of adomain 'opill.com' with mean price 0.5, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'ulta.com' with mean price 0.0; 4 sessions in app 'com.find.spot.photo.hunt.differences.free.hidden', 107 ad_requests with mean bid_floor 3.4, 27 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'cash.app' with mean price 0.0, 2 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.4, 2 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'mazola.com' with mean price 0.2, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 2 impressions of adomain 'toyota.com' with mean price 0.4, 1 impressions of adomain 'waterpik.com' with mean price 0.1; 1 sessions in app 'com.haiku.adventure.escape.game.mystery.stories', 40 ad_requests with mean bid_floor 60.0; 15 sessions in app 'com.hidden.object.find.beauty.search.games.free', 258 ad_requests with mean bid_floor 3.0, 6 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.1, 3 impressions of adomain 'bidease.com_101931' with mean price 0.2, 4 impressions of adomain 'brown-forman.com' with mean price 0.1, 1 impressions of adomain 'depend.com' with mean price 0.1, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.5, 1 impressions of adomain 'helloned.com' with mean price 0.0, 2 impressions of adomain 'kelloggs.com' with mean price 0.5, 2 impressions of adomain 'kohler.com' with mean price 0.2, 4 impressions of adomain 'lazydays.com' with mean price 1.0, 1 impressions of adomain 'mcdonalds.com' with mean price 0.1, 96 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'poise.com' with mean price 0.1, 3 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'slimjim.com' with mean price 0.1, 1 impressions of adomain 'speedway.com' with mean price 0.2, 3 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'wellsfargo.com' with mean price 0.1; 11 sessions in app 'com.histudiogames.wordcarnivalg', 153 ad_requests with mean bid_floor 4.6; 7 sessions in app 'com.isotope.word.connect.free', 87 ad_requests with mean bid_floor 6.0; 2 sessions in app 'com.olleyo.piggy.king.free', 8 ad_requests with mean bid_floor 2.6; 7 sessions in app 'com.puzzlegamelab.wordsearchpopg', 82 ad_requests with mean bid_floor 3.7; 1 sessions in app 'com.qianxun.comic', 1 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.relax.match.story', 72 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.scopely.wheeloffortune', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.softowelgames.casual.free.word.puzzle.game.connect.letters.paradise', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.solitaire.card', 19 ad_requests with mean bid_floor 16.6; 2 sessions in app 'com.solitaire.fish.klondike.card.aquarium', 29 ad_requests with mean bid_floor 13.9; 1 sessions in app 'com.techvision.hotelcraze', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.trivia.knowledgeispower', 4 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.word.solitaire.puzzle', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'games.mini.sports.easy.basketball', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'in.playsimple.wordtour', 36 ad_requests with mean bid_floor 1.0, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'purelifewater.com' with mean price 0.2, 1 impressions of adomain 'wendys.com' with mean price 0.3; 8 sessions in app 'in.playsimple.wordtrip', 72 ad_requests with mean bid_floor 13.5; 1 sessions in app 'se.raketspel.digaround', 1 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45662.7088773148;ag_retention_d1_timestamp is 2024-12-29 4:57:57;0_timestamp is 2024-12-29 4:57:57;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.888241753319656;partition is 797;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.goods.sorting.games.triple.match3d.puzzle_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '2731b532-037a-40dd-9473-6c56dbb766b3;'uuid is '504e48c5-3d0d-46fc-a88e-1d0f9818c238';bid_timestamp is '2025-01-13 22:25:29';device_id is '2731b532-037a-40dd-9473-6c56dbb766b3';biddate is '2025-01-13';country is 'USA';app is 'com.mobilityware.PyramidFree';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 3.349389;target_cpi is 4.95046915226765;campaign is 57948;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vie';bid_floor is 3.339389 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 32 ;time_since_impression is 18616 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.37;prior_theme_impressions_count is 32;prior_tag_clicks_count is 25 ;time_since_click is '18614';hour is '2025-01-13 22:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '11 sessions in app 'archery.clash.tournament', 297 ad_requests with mean bid_floor 4.4; 11 sessions in app 'com.MobileSportsTime.MiniGolfEldoradoGolfCourse', 27 ad_requests with mean bid_floor 22.5; 1 sessions in app 'com.americasbestpics', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.boombitgames.Dartsy', 18 ad_requests with mean bid_floor 297.4; 1 sessions in app 'com.concretesoftware.golf', 6 ad_requests with mean bid_floor 45.4; 12 sessions in app 'com.eet.weather.launcher', 12 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.mobilityware.GinRummySolitaire', 118 ad_requests with mean bid_floor 16.4, 3 impressions of adomain 'walgreens.com' with mean price 0.9; 61 sessions in app 'com.mobilityware.PyramidFree', 13200 ad_requests with mean bid_floor 12.1, 2 impressions of adomain '6666steak.com' with mean price 1.1, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 1 impressions of adomain 'abbottnutrition.com' with mean price 0.5, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.9, 6 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'balfaxar.com' with mean price 0.3, 59 impressions of adomain 'betus.com' with mean price 0.7, 5 impressions of adomain 'betus.com.pa' with mean price 0.6, 1 impressions of adomain 'chime.com' with mean price 2.0, 1 clicks of adomain 'chime.com', 1 impressions of adomain 'discover.com' with mean price 1.4, 2 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'domingogarcia.com' with mean price 1.7, 2 impressions of adomain 'elahere.com' with mean price 0.3, 6 impressions of adomain 'fiverr.com' with mean price 2.3, 1 impressions of adomain 'flightsafety.com' with mean price 0.6, 2 impressions of adomain 'goodfoods.com' with mean price 0.3, 1 impressions of adomain 'guns.com' with mean price 0.5, 2 impressions of adomain 'healthwellnessjournal.com' with mean price 4.0, 2 impressions of adomain 'huntington.com' with mean price 0.7, 1 impressions of adomain 'instacart.com' with mean price 3.6, 6 impressions of adomain 'janssenschizophreniainjections.com' with mean price 0.5, 2 impressions of adomain 'la-z-boy.com' with mean price 0.3, 2 impressions of adomain 'lunagrill.com' with mean price 0.4, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 3.3, 2 impressions of adomain 'ojjaarahcp.com' with mean price 1.8, 1 impressions of adomain 'paramountplus.com' with mean price 0.7, 2 impressions of adomain 'paypal.com' with mean price 0.3, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.9, 1 clicks of adomain 'pluto.tv', 4 impressions of adomain 'pluto.tv' with mean price 2.4, 2 impressions of adomain 'popeyes.com' with mean price 0.6, 1 clicks of adomain 'premierwellnesspicks.com', 1 impressions of adomain 'premierwellnesspicks.com' with mean price 2.7, 5 clicks of adomain 'productmadness.com', 11 impressions of adomain 'productmadness.com' with mean price 1.5, 1 impressions of adomain 'res.wittgames.com' with mean price 1.0, 1 clicks of adomain 'res.wittgames.com', 27 impressions of adomain 'risingwings.com' with mean price 2.7, 1 clicks of adomain 'rivian.com', 10 impressions of adomain 'rivian.com' with mean price 2.9, 6 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'slotomania.com' with mean price 1.5, 1 clicks of adomain 'slotomania.com', 1 impressions of adomain 'smartlifestyletrends.com' with mean price 3.0, 3 impressions of adomain 'social-innovation.hitachi' with mean price 4.4, 1 impressions of adomain 'subaru.com' with mean price 4.8, 5 impressions of adomain 'sublocade.com' with mean price 1.2, 1 impressions of adomain 'tearthepaperceiling.org' with mean price 1.8, 1 impressions of adomain 'toyota.com' with mean price 4.6, 7 impressions of adomain 'tubitv.com' with mean price 4.7, 3 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tums.com' with mean price 0.6, 7 impressions of adomain 'ulta.com' with mean price 2.5, 1 impressions of adomain 'understood.org' with mean price 8.2, 1 impressions of adomain 'verizonwireless.com' with mean price 0.3, 2 impressions of adomain 'vicks.com' with mean price 1.1, 1 impressions of adomain 'vivistim.com' with mean price 0.6, 12 impressions of adomain 'walgreens.com' with mean price 0.7, 2 impressions of adomain 'xospatahcp.com' with mean price 0.3; 2 sessions in app 'com.newpubco.spades', 41 ad_requests with mean bid_floor 2.4, 1 impressions of adomain 'betus.com' with mean price 0.5, 1 impressions of adomain 'michaeljfox.org' with mean price 1.1, 1 impressions of adomain 'pandora.com' with mean price 0.4; 3 sessions in app 'com.peoplefun.wordcross', 29 ad_requests with mean bid_floor 6.6; 1 sessions in app 'com.playvalve.solitaire', 2 ad_requests with mean bid_floor 7.2; 4 sessions in app 'com.pnixgames.minigolfking', 4 ad_requests with mean bid_floor 5.2; 49 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 8881 ad_requests with mean bid_floor 13.6, 1 impressions of adomain 'bigautosavings.com' with mean price 2.9, 1 impressions of adomain 'healthprimal.com' with mean price 6.5, 4 impressions of adomain 'madrigalpharma.com' with mean price 5.6, 2 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 2.4, 4 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 5.6, 2 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'oakevergames.com' with mean price 3.7, 5 impressions of adomain 'risingwings.com' with mean price 3.8, 2 clicks of adomain 'textnow.com', 2 impressions of adomain 'textnow.com' with mean price 6.2; 1 sessions in app 'com.tripledot.spades', 50 ad_requests with mean bid_floor 23.2; 1 sessions in app 'com.tripledot.woodoku', 11 ad_requests with mean bid_floor 6.9; 4 sessions in app 'com.wonderpeople.megahitpoker.global', 23 ad_requests with mean bid_floor 74.3; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 8.1; 13 sessions in app 'com.yy.solitaire.classic.card.game.free', 118 ad_requests with mean bid_floor 5.2; 2 sessions in app 'games.onebutton.golfbattle', 7 ad_requests with mean bid_floor 2.2; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 10.8; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 4.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-13 22:27:26;time_since_impression_in_hours is 5;channel is 'USA/I/bidmachine/com.mobilityware.PyramidFree/False/192';time_since_click_in_hours is 5;fast_imp_12h is 3;fast_click_2h is 3;rnd is 0.0440946214422639;partition is 439;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'bloom_com.fiogonia.dominoes_USA_1d']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'aa8404f0-26b2-4d17-a79f-1b40db9d2503;'uuid is '4046301f-b4cb-4dbf-9e47-0d74c8688283';bid_timestamp is '2024-12-25 20:51:04';device_id is 'aa8404f0-26b2-4d17-a79f-1b40db9d2503';biddate is '2024-12-25';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 31.9195415824651;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 26.5;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 329713 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.79;prior_theme_impressions_count is 5;prior_tag_clicks_count is 4 ;time_since_click is '329704';hour is '2024-12-25 20:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '21 sessions in app 'com.digitalchemy.calculator.freedecimal', 88 ad_requests with mean bid_floor 135.2; 64 sessions in app 'com.epicwalls.wallpaper.app', 8377 ad_requests with mean bid_floor 30.7; 1 sessions in app 'com.goods.master3d.triple.puzzle', 1 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.peoplefun.wordcross', 3 ad_requests with mean bid_floor 4.3; 133 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3363 ad_requests with mean bid_floor 11.5, 1 impressions of adomain 'wisewaveltd.com' with mean price 12.9; 1 sessions in app 'com.tranzmate', 3 ad_requests with mean bid_floor 46.5; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.3; 2 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 5.4; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 6.8; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 7.4; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 15.5; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.4; 101 sessions in app 'ygvas.scanqr.master.udybc', 39618 ad_requests with mean bid_floor 28.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-25 20:55:50;time_since_impression_in_hours is 91;channel is 'USA/V/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 92;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.713045019976568;partition is 1000;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '84ba83b3-c87e-410a-9468-7798967d0e62;'uuid is '755d1b23-fc3f-4657-be52-0d91901666aa';bid_timestamp is '2024-12-20 20:46:30';device_id is '84ba83b3-c87e-410a-9468-7798967d0e62';biddate is '2024-12-20';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 11.3201927868924;target_cpi is 1.38672461613652;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 62.881356;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 201365 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.98;prior_theme_impressions_count is 6;prior_tag_clicks_count is 5 ;time_since_click is '201357';hour is '2024-12-20 20:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.block.blast.free.cube.puzzle.game', 2 ad_requests with mean bid_floor 5.4; 87 sessions in app 'com.newpubco.spades', 14405 ad_requests with mean bid_floor 18.1, 1 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'admile.com' with mean price 0.3, 1 impressions of adomain 'alignprobiotics.com' with mean price 4.5, 1 clicks of adomain 'amazon.com', 321 impressions of adomain 'amazon.com' with mean price 0.4, 3 impressions of adomain 'americanobesityadvocates.org' with mean price 2.2, 1 impressions of adomain 'annies.com' with mean price 1.3, 1 impressions of adomain 'att.com' with mean price 2.1, 2 impressions of adomain 'azoproducts.com' with mean price 0.4, 1 impressions of adomain 'babybel.com' with mean price 0.3, 3 impressions of adomain 'bankcfcu.org' with mean price 1.0, 1 impressions of adomain 'belkin.com' with mean price 0.2, 18 impressions of adomain 'bestbuy.com' with mean price 0.8, 4 impressions of adomain 'bluetriton.com' with mean price 1.4, 1 impressions of adomain 'bounty.com' with mean price 5.2, 1 impressions of adomain 'bp.com' with mean price 0.4, 3 impressions of adomain 'brookfieldproperties.com' with mean price 0.1, 3 impressions of adomain 'bushbeans.com' with mean price 0.5, 4 impressions of adomain 'calvinklein.us' with mean price 0.2, 1 impressions of adomain 'catalyst.com' with mean price 1.0, 1 impressions of adomain 'centurycommunities.com' with mean price 0.8, 12 impressions of adomain 'chumbacasino.com' with mean price 0.3, 6 impressions of adomain 'clarajane.com' with mean price 0.9, 41 impressions of adomain 'coca-cola.com' with mean price 0.2, 2 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 1 impressions of adomain 'continentaltire.com' with mean price 1.0, 1 impressions of adomain 'costco.com' with mean price 0.6, 7 clicks of adomain 'creditkarma.com', 73 impressions of adomain 'creditkarma.com' with mean price 3.8, 3 impressions of adomain 'danone.com' with mean price 0.5, 1 impressions of adomain 'dave.com' with mean price 0.2, 10 impressions of adomain 'depend.com' with mean price 0.6, 5 impressions of adomain 'directauto.com' with mean price 0.7, 1 impressions of adomain 'discoverpuertorico.com' with mean price 0.9, 11 impressions of adomain 'disneyplus.com' with mean price 0.3, 6 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.2, 2 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.4, 8 impressions of adomain 'drpepper.com' with mean price 0.5, 13 impressions of adomain 'dymatize.com' with mean price 0.8, 2 impressions of adomain 'equityapartments.com' with mean price 0.7, 2 impressions of adomain 'evolutionfresh.com' with mean price 0.3, 1 impressions of adomain 'exmox.com' with mean price 0.6, 1 impressions of adomain 'expedia.com' with mean price 3.7, 3 impressions of adomain 'extclaims.com' with mean price 1.3, 1 impressions of adomain 'fanniemae.com' with mean price 0.3, 4 impressions of adomain 'farmlandfoods.sfdbrands.com' with mean price 0.3, 4 impressions of adomain 'ferrero.com' with mean price 0.6, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.5, 1 impressions of adomain 'fla-keys.com' with mean price 0.3, 4 impressions of adomain 'freestylelibre.us' with mean price 1.3, 2 impressions of adomain 'fulfilnutrition.com' with mean price 0.6, 1 impressions of adomain 'gardencitychorus.org' with mean price 1.8, 2 impressions of adomain 'gathrenashville.com' with mean price 1.1, 4 impressions of adomain 'gillette.com' with mean price 1.5, 1 clicks of adomain 'gillette.com', 4 impressions of adomain 'goodnites.com' with mean price 0.3, 2 impressions of adomain 'google.com' with mean price 2.2, 1 impressions of adomain 'gptc.edu' with mean price 1.6, 2 impressions of adomain 'grainger.com' with mean price 0.8, 16 impressions of adomain 'haleon.com' with mean price 0.4, 2 impressions of adomain 'headandshoulders.com' with mean price 4.6, 1 clicks of adomain 'healthprimal.com', 6 impressions of adomain 'healthprimal.com' with mean price 6.4, 1 impressions of adomain 'hersheys.com' with mean price 0.2, 1 impressions of adomain 'hillshirefarm.com' with mean price 0.4, 5 impressions of adomain 'hillspet.com' with mean price 0.4, 3 impressions of adomain 'homespotter.com' with mean price 0.6, 1 impressions of adomain 'honda.com' with mean price 0.2, 3 impressions of adomain 'hyundaiusa.com' with mean price 0.4, 4 impressions of adomain 'icecream.com' with mean price 0.3, 3 impressions of adomain 'inabafoods.com' with mean price 0.2, 6 impressions of adomain 'instagram.com' with mean price 0.5, 3 impressions of adomain 'intuit.com' with mean price 0.7, 1 impressions of adomain 'ivory.com' with mean price 0.3, 4 impressions of adomain 'iwgplc.com' with mean price 0.2, 1 impressions of adomain 'jerseymikes.com' with mean price 1.0, 3 impressions of adomain 'johndaylegal.com' with mean price 0.6, 1 impressions of adomain 'junction35spirits.com' with mean price 0.5, 2 impressions of adomain 'kaiserpermanente.org' with mean price 0.3, 8 impressions of adomain 'kelloggs.com' with mean price 0.9, 6 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'leecompany.com' with mean price 0.4, 3 impressions of adomain 'lenovo.com' with mean price 0.9, 7 impressions of adomain 'liveateastwood.com' with mean price 0.6, 3 impressions of adomain 'livemcewennorthside.com' with mean price 0.2, 4 impressions of adomain 'livenation.com' with mean price 0.4, 3 impressions of adomain 'livenationentertainment.com' with mean price 0.3, 4 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'medline.com' with mean price 0.2, 2 impressions of adomain 'mikmak.ai' with mean price 0.2, 1 impressions of adomain 'mikmak.tv' with mean price 0.6, 4 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 impressions of adomain 'mobirix.com' with mean price 0.5, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'natrol.com' with mean price 0.8, 7 impressions of adomain 'naturemade.com' with mean price 0.6, 1 impressions of adomain 'navy.com' with mean price 0.5, 1 impressions of adomain 'newbalance.com' with mean price 0.4, 1 impressions of adomain 'newchapter.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 1 impressions of adomain 'nordvpn.com' with mean price 0.7, 3 impressions of adomain 'nowfoods.com' with mean price 0.7, 6 impressions of adomain 'nurtec.com' with mean price 1.8, 20 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'oceanspray.com' with mean price 0.5, 3 impressions of adomain 'olay.com' with mean price 1.5, 2 impressions of adomain 'olly.com' with mean price 1.1, 4 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.2, 1 impressions of adomain 'one1brands.com' with mean price 0.3, 2 impressions of adomain 'opvee.com' with mean price 0.7, 3 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'palmettocitizens.org' with mean price 0.5, 7 impressions of adomain 'paramountplus.com' with mean price 0.4, 2 impressions of adomain 'paulmitchell.com' with mean price 0.7, 33 impressions of adomain 'paxlovid.com' with mean price 0.8, 2 impressions of adomain 'paypal.com' with mean price 0.8, 1 impressions of adomain 'pepsico.com' with mean price 0.2, 3 impressions of adomain 'pfizer.com' with mean price 1.7, 2 impressions of adomain 'pg.com' with mean price 0.6, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 1 impressions of adomain 'pokemongolive.com' with mean price 0.3, 1 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'proof-advertising.com' with mean price 0.2, 1 impressions of adomain 'puma.com' with mean price 0.4, 2 impressions of adomain 'redbull.com' with mean price 0.7, 24 impressions of adomain 'residencesatcapitolview.com' with mean price 0.9, 1 impressions of adomain 'sakrete.com' with mean price 1.1, 29 impressions of adomain 'sallyhansen.com' with mean price 0.3, 2 impressions of adomain 'samhsa.gov' with mean price 0.4, 17 impressions of adomain 'samsung.com' with mean price 0.5, 7 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.2, 3 impressions of adomain 'scopely.com' with mean price 0.4, 3 impressions of adomain 'scottbrand.com' with mean price 0.7, 3 impressions of adomain 'secret.com' with mean price 2.2, 1 impressions of adomain 'seedsnsuch.com' with mean price 0.6, 2 impressions of adomain 'sennheiser.com' with mean price 0.3, 1 impressions of adomain 'shawneewinetrail.com' with mean price 0.3, 2 impressions of adomain 'shopgenius.com' with mean price 1.2, 1 impressions of adomain 'smartrent.com' with mean price 0.8, 4 impressions of adomain 'spectrum.com' with mean price 1.1, 2 impressions of adomain 'starbucks.com' with mean price 0.2, 7 impressions of adomain 'starsandstrikes.com' with mean price 0.5, 5 impressions of adomain 'studiotenn.org' with mean price 0.5, 1 impressions of adomain 'subaru.com' with mean price 0.2, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 1 impressions of adomain 'thegeorgianterrace.com' with mean price 1.3, 9 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.5, 1 impressions of adomain 'thewellnessway.com' with mean price 1.0, 1 impressions of adomain 'ticketmaster.com' with mean price 0.5, 1 impressions of adomain 'tnhvac.com' with mean price 0.2, 1 impressions of adomain 'totalrecoverymedicalcenter.com' with mean price 0.5, 1 impressions of adomain 'toyota.com' with mean price 0.2, 8 impressions of adomain 'tpac.org' with mean price 2.0, 1 impressions of adomain 'trainquility.ai' with mean price 0.5, 1 impressions of adomain 'tyrads.com' with mean price 4.9, 2 impressions of adomain 'ultimahealth.com' with mean price 0.2, 3 impressions of adomain 'vast.rthscv.com' with mean price 0.4, 4 impressions of adomain 'vaynermedia.com' with mean price 0.4, 9 impressions of adomain 'vicks.com' with mean price 2.3, 2 impressions of adomain 'vintagefranklinapts.com' with mean price 0.3, 10 impressions of adomain 'vintagenorthcreek.com' with mean price 0.1, 2 impressions of adomain 'walkerchevrolet.com' with mean price 0.3, 1 impressions of adomain 'whoop.com' with mean price 4.8, 1 impressions of adomain 'wintrustmortgage.com' with mean price 1.0, 12 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'xgivesx.shop' with mean price 0.3, 5 impressions of adomain 'xifaxan.com' with mean price 0.7, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.4, 1 impressions of adomain 'zeroeyes.com' with mean price 2.9, 2 impressions of adomain 'zscaler.com' with mean price 0.7; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 0.9';dc_35roundended_before_d8 is 1;ag_retention_d1 is 1;dc_35roundended_before_d8_timestamp is 2024-12-21 19:06:42;dc_15roundended_before_d8_timestamp is 45647.7640277778;ag_retention_d1_timestamp is 2024-12-20 20:50:11;0_timestamp is 2024-12-20 20:50:11;time_since_impression_in_hours is 55;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 56;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.618797643326119;partition is 1352;segments is ['loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'fc654146-778c-4776-91d7-1b3429107e00;'uuid is '0b2400b0-8792-4a91-895d-485eb85613df';bid_timestamp is '2024-12-13 2:34:22';device_id is 'fc654146-778c-4776-91d7-1b3429107e00';biddate is '2024-12-13';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 40.8745849969168;target_cpi is 1.9521258785141;campaign is 57533;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 35.625559;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 19364650 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.75;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is '19364646';hour is '2024-12-13 02:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior_stats_in_past is '17 sessions in app 'blackjack.casino.card.game', 98 ad_requests with mean bid_floor 31.4; 2 sessions in app 'com.mobilityware.Spades', 43 ad_requests with mean bid_floor 11.5; 24 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 324 ad_requests with mean bid_floor 3.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-13 2:39:30;time_since_impression_in_hours is 5379;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 5379;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.114654794541031;partition is 1231;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'bloom_com.fuzzymobilegames.spades_USA_1d' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'f06283ef-07a0-4dcc-af5b-e298a332278b;'uuid is '47ff556c-dab3-4740-9322-63f71f43d311';bid_timestamp is '2025-01-09 23:57:23';device_id is 'f06283ef-07a0-4dcc-af5b-e298a332278b';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 25.284623265961;target_cpi is 1.92182730527009;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 963355 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.7;prior_theme_impressions_count is 5;prior_tag_clicks_count is 5 ;time_since_click is '963352';hour is '2025-01-09 23:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 17 ad_requests with mean bid_floor 0.4; 4 sessions in app 'co.aviagames.mtp.billiards.samsung', 14 ad_requests with mean bid_floor 27.2; 7 sessions in app 'com.blackout.spades', 377 ad_requests with mean bid_floor 35.2, 1 impressions of adomain 'easyoff.us' with mean price 0.2, 1 impressions of adomain 'edgepark.com' with mean price 1.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.4; 3 sessions in app 'com.gamebrain.hexasort', 115 ad_requests with mean bid_floor 2.9, 1 impressions of adomain 'bidease.com_101931' with mean price 0.3, 1 impressions of adomain 'protocolforlife.com' with mean price 0.1, 1 impressions of adomain 'royalcanin.com' with mean price 0.1; 4 sessions in app 'com.gamovation.chessclubpilot', 39 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 10.9; 2 sessions in app 'com.peoplefun.wordcross', 159 ad_requests with mean bid_floor 7.3, 5 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'mainelottery.com' with mean price 0.5, 1 impressions of adomain 'migraine.com' with mean price 0.4, 1 impressions of adomain 'nrdc.org' with mean price 0.2; 1 sessions in app 'com.pnixgames.golfkingwt', 5 ad_requests with mean bid_floor 60.1; 4 sessions in app 'com.puzzle1studio.go.brickoutshoottheball', 187 ad_requests with mean bid_floor 68.7; 1 sessions in app 'com.sports.real.golf.rival.online', 17 ad_requests with mean bid_floor 202.9; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 11.8; 57 sessions in app 'com.vincentb.MobControl', 4851 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'aarp.org' with mean price 0.6, 5 impressions of adomain 'abovealltrans.com' with mean price 3.1, 1 impressions of adomain 'acousticsplus.com' with mean price 0.4, 6 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'adobe.com' with mean price 0.1, 1 clicks of adomain 'advancepartners.com', 9 impressions of adomain 'advancepartners.com' with mean price 18.8, 1 impressions of adomain 'altrulist.com' with mean price 0.1, 24 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'assembled.com' with mean price 0.1, 1 impressions of adomain 'axisgroup.com' with mean price 18.2, 1 impressions of adomain 'azahner.com' with mean price 9.4, 2 clicks of adomain 'azurgames.com', 2 impressions of adomain 'azurgames.com' with mean price 6.8, 1 impressions of adomain 'b2ps.com' with mean price 0.1, 1 impressions of adomain 'bancofcal.com' with mean price 1.0, 1 impressions of adomain 'baseten.co' with mean price 0.5, 2 impressions of adomain 'benjaminone.com' with mean price 0.0, 1 impressions of adomain 'bidease.com' with mean price 0.1, 4 impressions of adomain 'bidease.com_101931' with mean price 0.3, 7 impressions of adomain 'bluetriton.com' with mean price 2.0, 2 impressions of adomain 'bmc.org' with mean price 1.5, 1 impressions of adomain 'bnh.bank' with mean price 0.1, 1 impressions of adomain 'boostr.com' with mean price 0.8, 3 impressions of adomain 'bridgevms.com' with mean price 0.2, 1 impressions of adomain 'brosaeed.com' with mean price 0.5, 1 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'capnapa.com' with mean price 0.4, 2 clicks of adomain 'centurygame.com', 4 impressions of adomain 'centurygame.com' with mean price 6.2, 1 impressions of adomain 'cnn.com' with mean price 0.1, 1 impressions of adomain 'concur.com' with mean price 0.0, 1 impressions of adomain 'coverme.gov' with mean price 1.1, 3 impressions of adomain 'crumblcookies.com' with mean price 1.0, 6 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'cunillamerica.com' with mean price 0.1, 8 impressions of adomain 'depend.com' with mean price 0.8, 3 impressions of adomain 'discoverpuertorico.com' with mean price 0.3, 4 impressions of adomain 'doordash.com' with mean price 0.2, 2 impressions of adomain 'duo.com' with mean price 3.0, 1 impressions of adomain 'elementcontract.com' with mean price 0.0, 6 clicks of adomain 'empfohlen.de', 6 impressions of adomain 'empfohlen.de' with mean price 9.3, 1 impressions of adomain 'ershares.com' with mean price 0.1, 1 impressions of adomain 'freestylelibre.us' with mean price 0.1, 1 impressions of adomain 'getgsi.com' with mean price 0.9, 1 impressions of adomain 'givergy.com' with mean price 0.6, 6 impressions of adomain 'goodnes.com' with mean price 1.1, 1 impressions of adomain 'hadenclaims.com' with mean price 0.0, 1 impressions of adomain 'haleon.com' with mean price 0.0, 1 impressions of adomain 'halfpricebanners.com' with mean price 0.9, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 3 impressions of adomain 'homedepot.com' with mean price 0.0, 5 impressions of adomain 'huggies.com' with mean price 5.3, 8 impressions of adomain 'ibotta.com' with mean price 0.0, 1 impressions of adomain 'iff.com' with mean price 16.6, 3 impressions of adomain 'instacart.com' with mean price 0.6, 1 impressions of adomain 'instrideagency.com' with mean price 0.0, 5 impressions of adomain 'jetblue.com' with mean price 0.6, 25 impressions of adomain 'justdice.io' with mean price 0.0, 1 impressions of adomain 'justplayapps.com' with mean price 0.1, 1 impressions of adomain 'kashkick.com' with mean price 0.0, 1 impressions of adomain 'kellanova.com' with mean price 0.5, 1 impressions of adomain 'leangroup.com' with mean price 0.1, 1 impressions of adomain 'linktr.ee' with mean price 0.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.0, 1 impressions of adomain 'loonmtn.com' with mean price 0.3, 2 impressions of adomain 'maestroqa.com' with mean price 0.0, 1 impressions of adomain 'mahealthconnector.org' with mean price 0.5, 2 impressions of adomain 'maybelline.com' with mean price 0.0, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'mediavillage.org' with mean price 0.0, 1 impressions of adomain 'microsoft.com' with mean price 0.4, 2 impressions of adomain 'miracle-ear.com' with mean price 1.6, 2 impressions of adomain 'mistplay.com' with mean price 0.7, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 7 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 2 impressions of adomain 'moneylion.com' with mean price 0.0, 1 impressions of adomain 'mrquicksoillube.com' with mean price 1.4, 1 clicks of adomain 'musickauction.com', 1 impressions of adomain 'musickauction.com' with mean price 10.0, 1 impressions of adomain 'ncsbn.org' with mean price 0.0, 2 impressions of adomain 'nestle-watersna.com' with mean price 0.4, 1 impressions of adomain 'nianticlabs.com' with mean price 0.0, 3 impressions of adomain 'no7beauty.com' with mean price 0.7, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'nowfoods.com' with mean price 0.4, 3 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 4 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 1 impressions of adomain 'opal.dev' with mean price 0.5, 1 impressions of adomain 'openinfer.io' with mean price 0.1, 1 impressions of adomain 'pacmtnlog.com' with mean price 0.4, 1 impressions of adomain 'paint.by.number' with mean price 0.0, 1 clicks of adomain 'pandora.com', 17 impressions of adomain 'pandora.com' with mean price 0.0, 1 impressions of adomain 'papayagaming.com' with mean price 0.0, 1 impressions of adomain 'parallelap.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 4 impressions of adomain 'paypal.com' with mean price 0.7, 2 impressions of adomain 'peacocktv.com' with mean price 0.5, 1 impressions of adomain 'pepsico.com' with mean price 0.3, 1 impressions of adomain 'pin.com' with mean price 16.2, 1 impressions of adomain 'playtika.com' with mean price 0.0, 4 impressions of adomain 'pluto.tv' with mean price 0.0, 3 impressions of adomain 'point32health.org' with mean price 0.4, 2 impressions of adomain 'poise.com' with mean price 0.7, 1 impressions of adomain 'premierdrilling.com' with mean price 0.5, 14 impressions of adomain 'progressive.com' with mean price 0.9, 1 impressions of adomain 'pulsemarketingagency.com' with mean price 0.5, 2 impressions of adomain 'qunol.com' with mean price 1.1, 1 impressions of adomain 'regus.com' with mean price 0.0, 1 impressions of adomain 'renalytix.com' with mean price 0.5, 2 impressions of adomain 'reval.site' with mean price 0.0, 1 impressions of adomain 'roblox.com' with mean price 0.0, 5 impressions of adomain 'rovio.com' with mean price 0.0, 11 impressions of adomain 'safesleepforme.org' with mean price 0.9, 1 impressions of adomain 'salvationarmy.org' with mean price 1.6, 1 impressions of adomain 'samsung.com' with mean price 0.0, 2 impressions of adomain 'scottbrand.com' with mean price 0.8, 1 impressions of adomain 'sellerdrive.com' with mean price 1.4, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.3, 1 impressions of adomain 'sheetsgiggles.com' with mean price 0.2, 8 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 2 impressions of adomain 'sling.com' with mean price 0.7, 1 impressions of adomain 'smartsense.co' with mean price 0.1, 1 impressions of adomain 'snowflake.com' with mean price 0.4, 10 impressions of adomain 'softbakedapps.com' with mean price 0.0, 2 impressions of adomain 'sonypictures.com' with mean price 0.8, 3 impressions of adomain 'squadcast.com' with mean price 2.2, 1 clicks of adomain 'squadcast.com', 1 impressions of adomain 'srxltc.com' with mean price 0.5, 1 impressions of adomain 'sundayriver.com' with mean price 0.5, 1 impressions of adomain 'tagexbrands.com' with mean price 0.4, 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 3 impressions of adomain 'tango.me' with mean price 0.0, 1 impressions of adomain 'terrisandy.com' with mean price 0.8, 1 impressions of adomain 'tetoncloudconsulting.com' with mean price 0.1, 3 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'thebridgetraininginstitute.org' with mean price 1.5, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.6, 1 impressions of adomain 'themillworkstudio.com' with mean price 0.1, 1 impressions of adomain 'therecruiteru.com' with mean price 0.0, 1 impressions of adomain 'traveltexas.com' with mean price 0.1, 1 impressions of adomain 'tyson.com' with mean price 1.6, 5 impressions of adomain 'ubykotex.com' with mean price 1.3, 21 impressions of adomain 'uscellular.com' with mean price 1.4, 1 impressions of adomain 'valvolineglobal.com' with mean price 1.3, 1 impressions of adomain 'verizon.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 28 impressions of adomain 'walmart.com' with mean price 1.4, 3 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'wenergysoftware.com' with mean price 2.5, 2 clicks of adomain 'wisewaveltd.com', 2 impressions of adomain 'wisewaveltd.com' with mean price 6.7, 1 impressions of adomain 'www.progressivecommercial.com' with mean price 0.1, 1 impressions of adomain 'xeominaesthetic.com' with mean price 0.3, 2 impressions of adomain 'yankeecustommarketing.com' with mean price 4.2, 1 impressions of adomain 'youthmarketing.com' with mean price 0.7, 1 impressions of adomain 'youtube.com' with mean price 0.1; 2 sessions in app 'revive.app', 5 ad_requests with mean bid_floor 17.8; 1 sessions in app 'www.onlycar.supercarjumping', 5 ad_requests with mean bid_floor 59.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-10 0:04:45;time_since_impression_in_hours is 267;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 268;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.695848852668422;partition is 3462;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(offer)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.loppipoppi.watersort_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.redcell.goldandgoblins_Android_CPA(RV_finish)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_30d' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '96267d38-458c-4a5e-935e-4a1231dbcbaf;'uuid is 'e6d48e8d-781d-4d27-abbb-f575e984a5e3';bid_timestamp is '2025-02-06 18:46:27';device_id is '96267d38-458c-4a5e-935e-4a1231dbcbaf';biddate is '2025-02-06';country is 'USA';app is 'com.cocosgame.ddzqqxx';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'chartboost-android-sdk';raw_price is 27.5752468774525;target_cpi is 0.550542982926311;campaign is 58290;creative_id is 229286;session_duration is 0 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'i';bid_floor is 10.6106 ;min_floor is 10.6106 ;bidmachine_placement_value is 11.074627;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.56;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 18:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.bible.happy.art.jigsaw.puzzle.free.game', 5 ad_requests with mean bid_floor 0.0; 222 sessions in app 'com.biblelauncher.prayer.audiobiblekjv', 1073 ad_requests with mean bid_floor 6.9; 10 sessions in app 'com.bigc.daily.jigsaw.puzzles', 52 ad_requests with mean bid_floor 17.6, 2 impressions of adomain '1331maryland.com' with mean price 1.3, 4 impressions of adomain '550morse.com' with mean price 1.4, 4 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'aquariuscasinoresort.com' with mean price 0.9, 3 impressions of adomain 'baltimorecountymd.gov' with mean price 1.3, 2 impressions of adomain 'beckertspark.com' with mean price 1.4, 10 impressions of adomain 'bridgedistrictdc.com' with mean price 1.2, 5 impressions of adomain 'bvstation.com' with mean price 1.2, 2 impressions of adomain 'capvaxive.com' with mean price 0.4, 1 impressions of adomain 'chministries.org' with mean price 1.8, 9 impressions of adomain 'cnty.com' with mean price 1.0, 6 impressions of adomain 'collegemanor.com' with mean price 1.4, 1 impressions of adomain 'concord.edu' with mean price 0.8, 11 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'districtfloordepot.com' with mean price 1.1, 1 impressions of adomain 'dock79.com' with mean price 1.1, 4 impressions of adomain 'galderma.com' with mean price 0.6, 5 impressions of adomain 'hanwha.com' with mean price 1.6, 1 impressions of adomain 'kay.com' with mean price 1.1, 2 impressions of adomain 'lanap.com' with mean price 1.5, 1 impressions of adomain 'livecasinohotel.com' with mean price 0.9, 3 impressions of adomain 'liveryehouse.com' with mean price 1.2, 7 impressions of adomain 'lorealparisusa.com' with mean price 0.5, 1 impressions of adomain 'luminaryliving.com' with mean price 1.1, 6 impressions of adomain 'mdlottery.com' with mean price 1.0, 1 impressions of adomain 'nerdscandy.com' with mean price 0.4, 5 impressions of adomain 'parkandford.com' with mean price 1.0, 1 impressions of adomain 'risetemplecourts.com' with mean price 1.4, 3 impressions of adomain 'royalcourtsapts.com' with mean price 1.3, 2 impressions of adomain 'skylandtowncenter.com' with mean price 1.2, 4 impressions of adomain 'torkusa.com' with mean price 0.4, 2 impressions of adomain 'ustransportnews.com' with mean price 1.2; 4 sessions in app 'com.draw.one.line', 157 ad_requests with mean bid_floor 32.5, 5 impressions of adomain 'amazon.com' with mean price 0.4; 5 sessions in app 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games', 192 ad_requests with mean bid_floor 3.4, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 6 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'kay.com' with mean price 0.8, 1 impressions of adomain 'livecasinohotel.com' with mean price 1.1, 1 impressions of adomain 'livenation.com' with mean price 0.1, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'palmers.com' with mean price 0.1, 1 impressions of adomain 'scottbrand.com' with mean price 0.1, 1 impressions of adomain 'waterpik.com' with mean price 0.1; 1 sessions in app 'com.hyilmaz.rummy.gin', 1 ad_requests with mean bid_floor 5.2; 24 sessions in app 'com.intensedev.biblesolitaire.gp', 608 ad_requests with mean bid_floor 3.1; 2 sessions in app 'com.lemel.hiddengame', 36 ad_requests with mean bid_floor 3.2; 17 sessions in app 'com.mobilityware.PyramidFree', 1150 ad_requests with mean bid_floor 26.1, 1 impressions of adomain 'bibliaconsigo.com' with mean price 15.1, 1 impressions of adomain 'dcjournal.com' with mean price 1.1, 1 impressions of adomain 'entergy.com' with mean price 1.3, 2 impressions of adomain 'janssen.com' with mean price 1.0, 1 impressions of adomain 'kippdc.org' with mean price 0.3, 4 impressions of adomain 'mwcog.org' with mean price 0.4, 1 impressions of adomain 'ndia.org' with mean price 3.4, 19 impressions of adomain 'papajohns.com' with mean price 0.3, 1 impressions of adomain 'verizonwireless.com' with mean price 0.3, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 19 sessions in app 'com.oskankayirci.skeeball', 50 ad_requests with mean bid_floor 7.9; 1 sessions in app 'com.tripledot.woodoku', 5 ad_requests with mean bid_floor 13.1; 1 sessions in app 'com.vitastudio.mahjong', 9 ad_requests with mean bid_floor 10.4; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 12.5; 21 sessions in app 'daily.number.match.free.puzzle', 176 ad_requests with mean bid_floor 19.8, 5 impressions of adomain 'livecasinohotel.com' with mean price 1.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'smuckers.com' with mean price 0.6, 3 impressions of adomain 'titosvodka.com' with mean price 0.4; 1 sessions in app 'f7b1b5cae2f4370ec4b94c890c696405', 0 ad_requests with mean bid_floor 0.0; 6 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 102 ad_requests with mean bid_floor 3.6, 1 impressions of adomain 'benjaminone.com' with mean price 0.0, 1 impressions of adomain 'daytonabeach.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'drybarshops.com' with mean price 0.3, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'olay.com' with mean price 0.3, 2 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'progressive.com' with mean price 0.4, 3 impressions of adomain 'vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'wildsalmon.org' with mean price 1.4, 2 impressions of adomain 'zencolor.app' with mean price 0.0; 3 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 202 ad_requests with mean bid_floor 2.9, 2 impressions of adomain 'alibaba.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'chenegamios.com' with mean price 0.6, 1 impressions of adomain 'crystalcoastnc.org' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 2 impressions of adomain 'investor.vanguard.com' with mean price 0.0, 1 impressions of adomain 'lambweston.com' with mean price 1.2, 1 impressions of adomain 'livecasinohotel.com' with mean price 0.9, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'usbank.com' with mean price 0.5; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 18.5; 8 sessions in app 'jigsaw.puzzle.game.banana', 187 ad_requests with mean bid_floor 48.6, 5 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'arlo.com' with mean price 0.2, 2 impressions of adomain 'launchfamilyentertainment.com' with mean price 0.3, 2 impressions of adomain 'livecasinohotel.com' with mean price 0.9, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.3, 1 impressions of adomain 'pbcu.com' with mean price 0.4, 3 impressions of adomain 'textnow.com' with mean price 0.2, 14 impressions of adomain 'walmart.com' with mean price 1.3, 1 impressions of adomain 'zmm.com' with mean price 0.7; 41 sessions in app 'kjv.bible.kingjamesbible', 1045 ad_requests with mean bid_floor 39.1; 2 sessions in app 'screw.sort.match.jam.puzzle', 47 ad_requests with mean bid_floor 69.1; 5 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 62 ad_requests with mean bid_floor 2.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-06 18:51:38;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.cocosgame.ddzqqxx/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.803773931144283;partition is 1927;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_100k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_500k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog2)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPA(10level_complete_beforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '554c7ab3-2896-429c-9b9c-d1492255ddba;'uuid is '001ef67e-c208-42e4-8fd6-b70e6addca9d';bid_timestamp is '2025-01-01 1:34:59';device_id is '554c7ab3-2896-429c-9b9c-d1492255ddba';biddate is '2025-01-01';country is 'USA';app is 'com.pieyel.scrabble';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 9.44378462307415;target_cpi is 1.21483847590688;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Scopely MAX';seller_id is 173;content_type is 'ie';bid_floor is 0.5406 ;min_floor is 0.5406 ;bidmachine_placement_value is ;placement_historical_value is 8.616085;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 536951 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.21;prior_theme_impressions_count is 2;prior_tag_clicks_count is 2 ;time_since_click is '2324650';hour is '2025-01-01 01:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '10 sessions in app 'com.blackout.spades', 123 ad_requests with mean bid_floor 11.3; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 9.5; 1 sessions in app 'com.funcraft.whamzee', 9 ad_requests with mean bid_floor 3.1; 1 sessions in app 'com.histudiogames.wordserenityg', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.instabridge.android', 1 ad_requests with mean bid_floor 95.8; 1 sessions in app 'com.liotek.lannbible', 1 ad_requests with mean bid_floor 321.2; 90 sessions in app 'com.metropcs.metrozone', 285 ad_requests with mean bid_floor 110.6; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 7.0; 179 sessions in app 'com.pieyel.scrabble', 4134 ad_requests with mean bid_floor 2.5, 1 impressions of adomain 'abcmouse.com' with mean price 0.0, 37 impressions of adomain 'adidas.com' with mean price 0.0, 11 impressions of adomain 'adobe.com' with mean price 0.0, 2 impressions of adomain 'alevco.net' with mean price 0.0, 1 impressions of adomain 'alibabagroup.com' with mean price 0.0, 1 impressions of adomain 'alignprobiotics.com' with mean price 1.4, 2 impressions of adomain 'allstate.com' with mean price 0.0, 82 impressions of adomain 'amazon.com' with mean price 0.2, 5 impressions of adomain 'americangirl.com' with mean price 0.0, 3 impressions of adomain 'anytimefitness.com' with mean price 1.0, 2 impressions of adomain 'ascensia.com' with mean price 0.5, 1 impressions of adomain 'asrcfederal.com' with mean price 0.2, 5 impressions of adomain 'asus.com' with mean price 0.1, 4 impressions of adomain 'att.com' with mean price 34.5, 1 impressions of adomain 'auntfannies.com' with mean price 0.2, 11 impressions of adomain 'autonation.com' with mean price 0.0, 2 impressions of adomain 'bayer.com' with mean price 0.2, 1 impressions of adomain 'bayportcu.org' with mean price 1.3, 4 impressions of adomain 'beiersdorf.com' with mean price 0.8, 1 impressions of adomain 'belbrandsusa.com' with mean price 0.5, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 3 impressions of adomain 'buyatoyota.com' with mean price 5.5, 4 impressions of adomain 'call54legal.com' with mean price 0.8, 1 impressions of adomain 'campbellsfoodservice.com' with mean price 0.5, 2 impressions of adomain 'carnival.com' with mean price 0.6, 2 impressions of adomain 'carolina.com' with mean price 0.1, 1 impressions of adomain 'cash.app' with mean price 0.1, 2 impressions of adomain 'castrol.com' with mean price 0.1, 1 impressions of adomain 'celestialseasonings.com' with mean price 0.1, 4 impressions of adomain 'celsius.com' with mean price 0.4, 1 impressions of adomain 'century21.com' with mean price 0.5, 1 impressions of adomain 'checkout51.com' with mean price 0.0, 1 impressions of adomain 'chesapeakeregional.com' with mean price 0.1, 2 impressions of adomain 'chkd.org' with mean price 0.1, 2 impressions of adomain 'chobani.com' with mean price 0.4, 1 impressions of adomain 'cinfin.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.1, 5 impressions of adomain 'coca-cola.com' with mean price 4.0, 7 impressions of adomain 'cocacola.com' with mean price 0.0, 2 impressions of adomain 'coldstonecreamery.com' with mean price 0.3, 1 impressions of adomain 'comenity.com' with mean price 0.0, 8 impressions of adomain 'conair.com' with mean price 0.1, 3 impressions of adomain 'corcept.com' with mean price 0.5, 11 impressions of adomain 'costco.com' with mean price 0.0, 1 impressions of adomain 'covergirl.com' with mean price 0.6, 17 impressions of adomain 'cox.com' with mean price 0.6, 1 impressions of adomain 'crest.com' with mean price 0.4, 1 impressions of adomain 'csx.com' with mean price 0.0, 3 impressions of adomain 'cuisinart.com' with mean price 0.1, 4 impressions of adomain 'dairyqueen.com' with mean price 0.0, 1 impressions of adomain 'dalinghausconstruction.com' with mean price 0.1, 1 impressions of adomain 'dave.com' with mean price 0.0, 9 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'dialsoap.com' with mean price 0.1, 2 impressions of adomain 'discovery.com' with mean price 0.1, 58 impressions of adomain 'disneyplus.com' with mean price 0.0, 4 impressions of adomain 'doordash.com' with mean price 0.1, 2 impressions of adomain 'drschaer.com' with mean price 0.7, 1 impressions of adomain 'dupixent.com' with mean price 0.8, 2 impressions of adomain 'duracell.com' with mean price 0.0, 2 impressions of adomain 'earthbreeze.com' with mean price 0.8, 1 impressions of adomain 'eclipsemining.com' with mean price 0.0, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.3, 1 impressions of adomain 'empowermm.com' with mean price 0.6, 3 impressions of adomain 'enlivenllc.com' with mean price 0.0, 1 impressions of adomain 'ensure.com' with mean price 0.3, 1 impressions of adomain 'evenue.net' with mean price 0.9, 1 impressions of adomain 'ezcater.com' with mean price 0.3, 2 impressions of adomain 'ezmelts.com' with mean price 0.1, 1 impressions of adomain 'factor75.com' with mean price 0.0, 1 impressions of adomain 'ferrarausa.com' with mean price 0.0, 1 impressions of adomain 'ferrero.com' with mean price 0.6, 6 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'flagstopcarwash.com' with mean price 0.9, 1 impressions of adomain 'foodbankonline.org' with mean price 1.0, 6 impressions of adomain 'foodlion.com' with mean price 0.7, 6 impressions of adomain 'formstack.com' with mean price 0.3, 14 impressions of adomain 'foundationch.com' with mean price 0.4, 1 impressions of adomain 'freecash.com' with mean price 0.0, 2 impressions of adomain 'freestylelibre.us' with mean price 0.0, 1 impressions of adomain 'frontrowmd.com' with mean price 2.0, 3 impressions of adomain 'fulfilnutrition.com' with mean price 0.1, 2 impressions of adomain 'gardenoflife.com' with mean price 0.2, 1 impressions of adomain 'gelighting.com' with mean price 0.7, 3 impressions of adomain 'generalmills.com' with mean price 0.2, 1 impressions of adomain 'georgiaboot.com' with mean price 1.6, 2 impressions of adomain 'getcleanpeople.com' with mean price 0.9, 1 impressions of adomain 'glade.com' with mean price 0.0, 5 impressions of adomain 'goldbond.com' with mean price 1.3, 1 impressions of adomain 'goldennugget.com' with mean price 0.1, 2 impressions of adomain 'goodjobgames.com' with mean price 0.0, 6 impressions of adomain 'goodnes.com' with mean price 1.2, 4 impressions of adomain 'goodnites.com' with mean price 0.4, 1 impressions of adomain 'goodwillvirginia.org' with mean price 0.1, 5 impressions of adomain 'google.com' with mean price 0.1, 2 impressions of adomain 'gruma.com' with mean price 0.5, 19 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'habitburger.com' with mean price 0.0, 1 impressions of adomain 'hallmark.com' with mean price 0.3, 1 impressions of adomain 'helloned.com' with mean price 0.1, 3 impressions of adomain 'henkel-northamerica.com' with mean price 0.3, 1 impressions of adomain 'hersheys.com' with mean price 0.3, 1 impressions of adomain 'hiddenvalley.com' with mean price 0.3, 1 impressions of adomain 'highlifellc.com' with mean price 0.3, 1 impressions of adomain 'homedepot.com' with mean price 0.0, 1 impressions of adomain 'hood.com' with mean price 0.3, 4 impressions of adomain 'hp.com' with mean price 0.6, 1 impressions of adomain 'hrcash4homes.com' with mean price 0.1, 3 impressions of adomain 'huggies.com' with mean price 0.4, 4 impressions of adomain 'hulu.com' with mean price 1.2, 3 impressions of adomain 'hungrystudio.com' with mean price 0.4, 1 impressions of adomain 'hutchinson.com' with mean price 0.0, 1 impressions of adomain 'hymanbrothersinfiniti.com' with mean price 0.3, 2 impressions of adomain 'ibotta.com' with mean price 0.0, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 2 impressions of adomain 'illy.com' with mean price 0.3, 1 impressions of adomain 'ingrezza.com' with mean price 0.4, 1 impressions of adomain 'instacart.com' with mean price 0.5, 1 impressions of adomain 'instagram.com' with mean price 0.3, 1 impressions of adomain 'international.com' with mean price 0.4, 1 impressions of adomain 'intimate.ai' with mean price 0.1, 5 impressions of adomain 'investor.vanguard.com' with mean price 0.0, 1 impressions of adomain 'janssen.com' with mean price 1.0, 1 impressions of adomain 'jcpenny.com' with mean price 0.0, 2 impressions of adomain 'jerseymikes.com' with mean price 0.0, 2 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 1 impressions of adomain 'jmsmucker.com' with mean price 0.5, 166 impressions of adomain 'joelosteen.com' with mean price 2.0, 1 impressions of adomain 'kalvitamins.com' with mean price 0.1, 1 impressions of adomain 'kay.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 3 impressions of adomain 'kennedyspacecenter.com' with mean price 0.0, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 2 impressions of adomain 'kidultlovin.com' with mean price 0.0, 3 impressions of adomain 'kingshawaiian.com' with mean price 0.3, 1 impressions of adomain 'kohls.com' with mean price 0.1, 1 impressions of adomain 'lennar.com' with mean price 0.3, 2 impressions of adomain 'linktr.ee' with mean price 0.0, 2 impressions of adomain 'livenationentertainment.com' with mean price 0.5, 1 impressions of adomain 'lizmoore.com' with mean price 0.0, 1 impressions of adomain 'lumryz.com' with mean price 0.5, 2 impressions of adomain 'lynparza.com' with mean price 0.6, 3 impressions of adomain 'macys.com' with mean price 0.0, 16 impressions of adomain 'madison-reed.com' with mean price 0.2, 2 impressions of adomain 'mars.com' with mean price 0.1, 1 impressions of adomain 'maryruthorganics.com' with mean price 0.7, 1 impressions of adomain 'mattel163.com' with mean price 0.0, 2 impressions of adomain 'mccormick.com' with mean price 0.6, 5 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'metamucil.com' with mean price 0.5, 8 impressions of adomain 'microsoft.com' with mean price 0.1, 2 impressions of adomain 'mistplay.com' with mean price 0.0, 2 impressions of adomain 'mixersystems.com' with mean price 0.0, 3 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 4 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'moneylion.com' with mean price 0.0, 7 impressions of adomain 'mountvernon.org' with mean price 0.6, 7 impressions of adomain 'mrsmeyers.com' with mean price 0.2, 4 impressions of adomain 'naturesway.com' with mean price 0.1, 8 impressions of adomain 'naturewise.com' with mean price 0.3, 2 impressions of adomain 'nautica.com' with mean price 0.1, 1 impressions of adomain 'nestleusa.com' with mean price 0.4, 25 impressions of adomain 'nike.com' with mean price 0.0, 4 impressions of adomain 'niveausa.com' with mean price 0.1, 7 impressions of adomain 'nordvpn.com' with mean price 0.1, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nutrail.com' with mean price 0.1, 3 impressions of adomain 'nybakery.com' with mean price 0.8, 1 impressions of adomain 'oakworth.com' with mean price 0.0, 1 impressions of adomain 'oceanspray.com' with mean price 0.3, 6 impressions of adomain 'olay.com' with mean price 0.6, 8 impressions of adomain 'olly.com' with mean price 0.3, 1 impressions of adomain 'one1brands.com' with mean price 0.0, 2 impressions of adomain 'oneaday.com' with mean price 0.7, 1 impressions of adomain 'openbank.us' with mean price 0.2, 2 impressions of adomain 'opensolar.com' with mean price 0.0, 1 impressions of adomain 'pages.topsidefcu.org' with mean price 0.5, 73 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'paycom.com' with mean price 0.9, 24 impressions of adomain 'paypal.com' with mean price 0.4, 2 impressions of adomain 'pediasure.com' with mean price 1.0, 2 impressions of adomain 'pepsi.com' with mean price 0.4, 8 impressions of adomain 'pepsico.com' with mean price 0.6, 6 impressions of adomain 'pepto-bismol.com' with mean price 1.1, 1 impressions of adomain 'perdue.com' with mean price 0.3, 5 impressions of adomain 'pfister.com' with mean price 0.1, 1 impressions of adomain 'pizzahut.com' with mean price 0.0, 1 impressions of adomain 'plannedparenthood.org' with mean price 0.1, 2 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'playtowingames.net' with mean price 0.0, 6 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'polivy.com' with mean price 0.6, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.5, 5 impressions of adomain 'prilosecotc.com' with mean price 0.7, 9 impressions of adomain 'progressive.com' with mean price 0.3, 4 impressions of adomain 'progressivecommercial.com' with mean price 0.3, 1 impressions of adomain 'refreshbrand.com' with mean price 0.3, 3 impressions of adomain 'regeneron.com' with mean price 0.6, 8 impressions of adomain 'rei.com' with mean price 0.7, 2 impressions of adomain 'renewlittlecreek.com' with mean price 1.0, 2 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.1, 6 impressions of adomain 'richmondfishingexpo.com' with mean price 0.1, 1 impressions of adomain 'rockymounttoyota.com' with mean price 0.3, 1 impressions of adomain 'rovio.com' with mean price 0.0, 7 impressions of adomain 'samsclub.com' with mean price 0.6, 24 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'sanofi.com' with mean price 0.3, 1 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'scalingforbusiness.com' with mean price 0.1, 3 impressions of adomain 'scottbrand.com' with mean price 0.5, 4 impressions of adomain 'siriusxm.com' with mean price 0.0, 1 impressions of adomain 'skillup.org' with mean price 0.0, 17 impressions of adomain 'spectrum.com' with mean price 0.3, 5 impressions of adomain 'squareup.com' with mean price 0.0, 1 impressions of adomain 'staplesbusinessadvantage.com' with mean price 0.1, 1 impressions of adomain 'starbrandsltd.co.uk' with mean price 0.4, 16 impressions of adomain 'starbucks.com' with mean price 0.4, 8 impressions of adomain 'stellaartois.com' with mean price 0.5, 1 impressions of adomain 'subaru.com' with mean price 0.7, 1 impressions of adomain 'sunnyhealthfitness.com' with mean price 0.4, 2 impressions of adomain 'surveymonkey.com' with mean price 0.4, 1 impressions of adomain 'sweetfrog.com' with mean price 0.3, 4 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 3 impressions of adomain 'taxonomybusiness.com' with mean price 0.0, 2 impressions of adomain 'taylorfarms.com' with mean price 0.3, 2 impressions of adomain 'tesmallengine.com' with mean price 0.1, 5 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 7 impressions of adomain 'thesimplygoodfoodscompany.gcs-web.com' with mean price 0.1, 5 impressions of adomain 'theupsstore.com' with mean price 1.0, 4 impressions of adomain 'tiktok.com' with mean price 0.6, 1 impressions of adomain 'timberbase.com' with mean price 0.3, 2 impressions of adomain 'tjx.com' with mean price 0.1, 1 impressions of adomain 'totalproductexpo.com' with mean price 0.6, 8 impressions of adomain 'tremfya.com' with mean price 2.1, 3 impressions of adomain 'truecitrus.com' with mean price 0.6, 3 impressions of adomain 'truist.com' with mean price 0.0, 1 impressions of adomain 'tuxera.com' with mean price 0.2, 4 impressions of adomain 'twiningsusa.com' with mean price 0.3, 11 impressions of adomain 'ulta.com' with mean price 2.2, 17 impressions of adomain 'unilever.com' with mean price 0.2, 1 impressions of adomain 'universalorlando.com' with mean price 0.1, 1 impressions of adomain 'vahs.com' with mean price 0.3, 1 impressions of adomain 'viavisolutions.com' with mean price 0.1, 19 impressions of adomain 'vicks.com' with mean price 0.8, 5 impressions of adomain 'virginiahousing.com' with mean price 0.4, 40 impressions of adomain 'vitalproteins.com' with mean price 0.1, 3 impressions of adomain 'vsp.com' with mean price 0.4, 1 impressions of adomain 'vwu.edu' with mean price 0.6, 32 impressions of adomain 'walmart.com' with mean price 0.3, 5 impressions of adomain 'watercrestseniorliving.com' with mean price 1.2, 6 impressions of adomain 'wawa.com' with mean price 0.4, 3 impressions of adomain 'wayfair.com' with mean price 1.2, 1 impressions of adomain 'winecountrygiftbaskets.com' with mean price 0.0, 1 impressions of adomain 'www.libertytax.com' with mean price 0.0, 1 impressions of adomain 'wyndhamhotels.com' with mean price 1.8, 2 impressions of adomain 'youtube.com' with mean price 0.1; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.0; 2 sessions in app 'com.tripledot.woodoku', 25 ad_requests with mean bid_floor 5.3; 5 sessions in app 'com.trivia.star.android', 65 ad_requests with mean bid_floor 115.3, 1 impressions of adomain 'smile-365.com' with mean price 1.2; 4 sessions in app 'com.xmonetize.quizzland', 44 ad_requests with mean bid_floor 21.0; 2 sessions in app 'com.zm.crossmath', 18 ad_requests with mean bid_floor 5.3; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.7; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 7.7; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 16.8; 6 sessions in app 'in.playsimple.wordtrip', 25 ad_requests with mean bid_floor 10.0; 1 sessions in app 'kidultlovin.word.zen', 15 ad_requests with mean bid_floor 19.1; 4 sessions in app 'spelling.quiz.trivia.question.answer.correct.word.learn.language.puzzle', 38 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 149;channel is 'USA/I/bidmachine/com.pieyel.scrabble/False/173';time_since_click_in_hours is 646;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.416504431903879;partition is 1927;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V3_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_50)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '5db5d6d5-a0ed-4571-8a81-b51ecab05fb3;'uuid is '736723ea-f4d1-4c77-a1a7-05cf9c75e7de';bid_timestamp is '2025-01-05 3:10:06';device_id is '5db5d6d5-a0ed-4571-8a81-b51ecab05fb3';biddate is '2025-01-05';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 37.3796001811739;target_cpi is 4.39164765210272;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 177 ;time_since_impression is 87840 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.83;prior_theme_impressions_count is 177;prior_tag_clicks_count is 48 ;time_since_click is '87807';hour is '2025-01-05 03:00:00+00:00';day_of_week is '6';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'com.bigcake.android.solitairedaily', 7 ad_requests with mean bid_floor 8.3; 37 sessions in app 'com.blackout.spades', 5471 ad_requests with mean bid_floor 14.3, 12 impressions of adomain 'amazon.com' with mean price 1.5, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 1 impressions of adomain 'simplisafe.com' with mean price 0.5, 1 impressions of adomain 'techwayautomotive.com' with mean price 1.9, 2 impressions of adomain 'ziploc.com' with mean price 0.9; 2 sessions in app 'com.clean888.cleansuper.cleaner', 11 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.cleanerelite.ee', 3 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.fbig.spades', 79 ad_requests with mean bid_floor 4.0; 8 sessions in app 'com.funzilla.triple.goods', 115 ad_requests with mean bid_floor 3.3; 35 sessions in app 'com.goods.sorting.games.triple.match3d.puzzle', 587 ad_requests with mean bid_floor 1.6, 1 clicks of adomain 'amazon.com', 21 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'app.boostr.com' with mean price 0.4, 1 impressions of adomain 'bibliaconsigo.com' with mean price 0.0, 4 impressions of adomain 'cricut.com' with mean price 0.3, 1 impressions of adomain 'davidoffgeneva.com' with mean price 0.0, 1 impressions of adomain 'deltafaucet.com' with mean price 0.1, 1 impressions of adomain 'discovery.com' with mean price 0.3, 3 impressions of adomain 'dramabox.com' with mean price 0.0, 1 impressions of adomain 'drinkhint.com' with mean price 0.1, 4 impressions of adomain 'guesswatches.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'homehelpershomecare.com' with mean price 1.2, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 3 impressions of adomain 'justwater.com' with mean price 0.2, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 0.1, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'nestleusa.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 5 impressions of adomain 'pfister.com' with mean price 0.2, 1 impressions of adomain 'pharmavite.com' with mean price 0.1, 10 impressions of adomain 'publix.com' with mean price 0.0, 2 impressions of adomain 'rtjgolf.com' with mean price 0.2, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 1 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 clicks of adomain 'sleepnumber.com', 2 impressions of adomain 'starz.com' with mean price 0.3, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'theralogix.com' with mean price 0.2, 1 impressions of adomain 'vioc.com' with mean price 0.2, 1 impressions of adomain 'vitastudio.ai' with mean price 0.0; 1 sessions in app 'com.homa.free.solitaire.card.game', 2 ad_requests with mean bid_floor 11.6; 3 sessions in app 'com.intensedev.classicsolitaire.gp', 10 ad_requests with mean bid_floor 2.9; 41 sessions in app 'com.mintgames.goods.market', 944 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'about' with mean price 0.6, 1 impressions of adomain 'alkaseltzer.com' with mean price 0.7, 24 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'claritin.com' with mean price 0.4, 2 impressions of adomain 'coca-cola.com' with mean price 0.5, 3 impressions of adomain 'coldstonecreamery.com' with mean price 1.1, 3 impressions of adomain 'discovery.com' with mean price 0.9, 3 impressions of adomain 'generalmills.com' with mean price 0.7, 2 impressions of adomain 'homehelpershomecare.com' with mean price 0.9, 1 impressions of adomain 'liquiddeath.com' with mean price 0.5, 1 clicks of adomain 'logitech.com', 2 impressions of adomain 'logitech.com' with mean price 5.9, 2 impressions of adomain 'pepsico.com' with mean price 1.1, 9 impressions of adomain 'pfister.com' with mean price 0.6, 2 impressions of adomain 'starz.com' with mean price 0.5, 2 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 3.3; 3 sessions in app 'com.solitaire.cards.deluxe', 62 ad_requests with mean bid_floor 147.4; 57 sessions in app 'com.tripledot.spades', 1942 ad_requests with mean bid_floor 31.1; 1 sessions in app 'com.wildcard.classicspades', 15 ad_requests with mean bid_floor 3.4; 4 sessions in app 'phonecleaner.viruscleaner.junkcleaner.cachecleaner.androidmaster', 7 ad_requests with mean bid_floor 5.2; 10 sessions in app 'sorting.games.goods.sort.triple.match3d.puzzle.stuff', 427 ad_requests with mean bid_floor 50.4, 7 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'comcast.com' with mean price 0.2, 2 impressions of adomain 'guesswatches.com' with mean price 0.2, 4 impressions of adomain 'logitech.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'syfovre.com' with mean price 0.2, 1 impressions of adomain 'upsimples.com' with mean price 0.2, 1 impressions of adomain 'webroot.com' with mean price 0.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-01-05 3:14:54;time_since_impression_in_hours is 24;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 24;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.524881451154609;partition is 841;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '74a8646a-1922-4870-97f4-887c5f4af004;'uuid is '2fa21366-25ce-436f-83b1-453572f67031';bid_timestamp is '2025-02-07 12:52:01';device_id is '74a8646a-1922-4870-97f4-887c5f4af004';biddate is '2025-02-07';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 41.5721029187848;target_cpi is 2;campaign is 58325;creative_id is 228773;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'vi';bid_floor is 13.702 ;min_floor is 5.459 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 13.702;prior_tag_impressions_count is 4 ;time_since_impression is 30593499 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 5.27;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is '42693398';hour is '2025-02-07 12:00:00+00:00';day_of_week is '4';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.Seriously.BestFiends', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.fileorganizer.cabinet.efficient', 6 ad_requests with mean bid_floor 6.6; 1 sessions in app 'com.flashlight.callflash.ringingbet', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.instabridge.android', 3 ad_requests with mean bid_floor 129.8; 5 sessions in app 'com.king.candycrushsaga', 11 ad_requests with mean bid_floor 3.7; 21 sessions in app 'com.king.candycrushsodasaga', 62 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.phonetracker.numberfinder.mobilenumberlocator', 1 ad_requests with mean bid_floor 123.8; 17 sessions in app 'com.playvalve.spades', 961 ad_requests with mean bid_floor 106.6, 5 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'colgate.com' with mean price 0.4, 1 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'metabolicmaintenance.com' with mean price 30.6, 1 impressions of adomain 'toyota.com' with mean price 0.6; 1 sessions in app 'com.sleepybaby.lullabysongs', 21 ad_requests with mean bid_floor 11.5; 1 sessions in app 'com.sn.technology.tower.jumping.ball', 78 ad_requests with mean bid_floor 15.9; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 17.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is 45696.7345601852;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-07 12:55:20;time_since_impression_in_hours is 8498;channel is 'USA/I/bidmachine/com.playvalve.spades/False/273';time_since_click_in_hours is 11859;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.946615384949281;partition is 1860;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_2000k' 'bloom_com.playvalve.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP_5_AG_100k_01_31_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_62k_01_02_2025' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_500k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_LOW_IMP_HIGH_PRICE_AG_100k_01_31_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'bloom_com.playvalve.spades_USA_95' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_UNKNOWN_PRICE_AG_100k_01_25_2025' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_50k_01_25_2025' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HYP1_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "1"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '12a1ca7c-7181-4350-b2fd-e5a55259d131;'uuid is '5d9cbf7d-d951-4bc4-bfc6-93eebe70c8ca';bid_timestamp is '2025-02-03 2:44:44';device_id is '12a1ca7c-7181-4350-b2fd-e5a55259d131';biddate is '2025-02-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 31 ;time_since_impression is 188313 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 31;prior_tag_clicks_count is 6 ;time_since_click is '2497374';hour is '2025-02-03 02:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.agedstudio.bible.trivia.knowledge', 21 ad_requests with mean bid_floor 6.0; 106 sessions in app 'com.blackout.spades', 23748 ad_requests with mean bid_floor 25.0, 1 impressions of adomain 'adbry.com' with mean price 1.2, 1 impressions of adomain 'all-laundry.com' with mean price 0.2, 20 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 1 impressions of adomain 'cedarhurstliving.com' with mean price 0.9, 7 impressions of adomain 'cityofhope.org' with mean price 3.5, 1 impressions of adomain 'clorox.com' with mean price 0.3, 5 impressions of adomain 'covergirl.com' with mean price 0.4, 9 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'kaiserpermanente.org' with mean price 0.9, 1 clicks of adomain 'kaiserpermanente.org', 2 impressions of adomain 'kelloggs.com' with mean price 1.0, 5 impressions of adomain 'mdalert.com' with mean price 0.3, 1 impressions of adomain 'mdanderson.org' with mean price 2.6, 8 impressions of adomain 'medscape.com' with mean price 2.2, 35 impressions of adomain 'medscape.org' with mean price 0.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.3, 1 clicks of adomain 'newpub.co', 4 impressions of adomain 'newpub.co' with mean price 3.5, 1 clicks of adomain 'newpub.co/spades', 10 impressions of adomain 'newpub.co/spades' with mean price 3.2, 20 impressions of adomain 'nexlizethcp.com' with mean price 0.7, 1 impressions of adomain 'northparkwmp.com' with mean price 0.3, 7 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 0.4, 3 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'petiq.com' with mean price 0.3, 1 impressions of adomain 'pollarimedia.com' with mean price 2.2, 1 impressions of adomain 'progressive.com' with mean price 0.2, 7 impressions of adomain 'samsung.com' with mean price 1.7, 1 impressions of adomain 'sleeper.com' with mean price 0.4, 2 impressions of adomain 'sparkcures.com' with mean price 4.2, 1 impressions of adomain 'tiktok.com' with mean price 4.0, 4 impressions of adomain 'torkusa.com' with mean price 0.3, 1 impressions of adomain 'vyvgart.com' with mean price 0.4, 1 impressions of adomain 'walmart.com' with mean price 0.3, 2 impressions of adomain 'wkkellogg.com' with mean price 0.4; 5 sessions in app 'com.casual.leftvolg', 265 ad_requests with mean bid_floor 16.7; 2 sessions in app 'com.mixigreestudio.horse.stunts.horse.jumping.horse.games', 31 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.peoplefun.wordcross', 11 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.1; 18 sessions in app 'com.tripledot.woodoku', 736 ad_requests with mean bid_floor 11.1; 1 sessions in app 'com.ttf.monkeyjump', 147 ad_requests with mean bid_floor 12.8; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 18.8; 38 sessions in app 'com.zm.nuts', 1233 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'adidas.com' with mean price 0.1, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 7 impressions of adomain 'instagram.com' with mean price 0.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 8.0, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'tiktok.com' with mean price 2.9, 2 impressions of adomain 'verizon.com' with mean price 0.1, 1 impressions of adomain 'youtube.com' with mean price 0.6; 11 sessions in app 'easy.launcher', 11 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 145.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 52;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 694;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.534796555072154;partition is 1860;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'HDIP_iOS_USA_100_users_500_models_WiFi' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is 'cc3cdf70-9a0d-4fd9-825e-977a353843d4;'uuid is '531e0a0f-7862-467d-bc91-7d955d183e31';bid_timestamp is '2024-12-31 5:54:09';device_id is 'cc3cdf70-9a0d-4fd9-825e-977a353843d4';biddate is '2024-12-31';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 8.36769889474104;target_cpi is 2.3326661912861;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 1.344776;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 24 ;time_since_impression is 706448 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.08;prior_theme_impressions_count is 24;prior_tag_clicks_count is 2 ;time_since_click is '58369581';hour is '2024-12-31 05:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '28 sessions in app 'com.handmark.expressweather', 83 ad_requests with mean bid_floor 52.2; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 26 ad_requests with mean bid_floor 1.5; 1 sessions in app 'mtg1132413680', 0 ad_requests with mean bid_floor 0.0; 68 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 2198 ad_requests with mean bid_floor 0.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-31 5:56:39;time_since_impression_in_hours is 196;channel is 'USA/I/applovin/spades.classic.card.free.online.offline.multiplayer/False/117';time_since_click_in_hours is 16214;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.895325877862506;partition is 1298;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is ';'uuid is '7636bb78-109f-4748-bcd9-713a1069e2d6';bid_timestamp is '2024-12-16 0:39:14';device_id is '417a65eb-c3c5-45b6-9d59-ed3d638d2273';biddate is '2024-12-16';country is 'USA';app is 'com.audiomack';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 20.4064308962314;target_cpi is 11.3009982205853;campaign is 57537;creative_id is 219049;session_duration is 0 ;seller_name is 'Audiomack IS';seller_id is 143;content_type is 'vp';bid_floor is 5.3106 ;min_floor is 5.3106 ;bidmachine_placement_value is ;placement_historical_value is 19.841874;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 2062086 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1.43;prior_theme_impressions_count is 3;prior_tag_clicks_count is 1 ;time_since_click is '2062079';hour is '2024-12-16 00:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2024-12-16 5:17:39;time_since_impression_in_hours is 572;channel is 'USA/V/bidmachine/com.audiomack/False/143';time_since_click_in_hours is 573;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.715810021617077;partition is 860;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '0feec2ac-d531-4cb5-9c57-8a375f3beeee;'uuid is '054fd90e-56b5-4822-89ec-81e6bf2630c4';bid_timestamp is '2024-12-30 4:12:09';device_id is '0feec2ac-d531-4cb5-9c57-8a375f3beeee';biddate is '2024-12-30';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 6.83799842668606;target_cpi is 4;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 6.724905;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 7136 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1.04;prior_theme_impressions_count is 4;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-30 04:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 18 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.handmark.expressweather', 1 ad_requests with mean bid_floor 83.1; 14 sessions in app 'com.kidultlovin.royalsolitaire', 461 ad_requests with mean bid_floor 65.6, 1 impressions of adomain 'lp.mymagnifi.org' with mean price 1.2, 1 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 2 impressions of adomain 'yourradioplace.com' with mean price 0.6; 42 sessions in app 'com.vitastudio.solitaire', 601 ad_requests with mean bid_floor 48.7, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'astrazeneca.com' with mean price 0.3, 1 impressions of adomain 'brukinsa.com' with mean price 0.2, 2 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.2, 5 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'heartlandorthopedics.com' with mean price 1.1, 34 impressions of adomain 'lilly.com' with mean price 0.8, 1 impressions of adomain 'meater.com' with mean price 0.4, 1 impressions of adomain 'medscapelive.org' with mean price 0.6, 1 impressions of adomain 'mintmobile.com' with mean price 0.2, 2 impressions of adomain 'myrtlebeach.com' with mean price 0.8, 1 impressions of adomain 'nm.org' with mean price 0.7, 25 impressions of adomain 'novomedlink.com' with mean price 2.5, 1 impressions of adomain 'onewheel.com' with mean price 0.2, 4 impressions of adomain 'pfizer.com' with mean price 0.4, 1 impressions of adomain 'sfdbrands.com' with mean price 0.6, 1 impressions of adomain 'sickiesburgers.com' with mean price 1.9, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'sling.com' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 0.4, 1 impressions of adomain 'subaru.com' with mean price 0.2, 4 impressions of adomain 'theratears.com' with mean price 0.4, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 24 impressions of adomain 'walmart.com' with mean price 1.2; 4 sessions in app 'com.wildcard.classicspades', 52 ad_requests with mean bid_floor 5.8, 3 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 impressions of adomain 'starbucks.com' with mean price 0.6, 5 impressions of adomain 'walgreens.com' with mean price 0.7; 1 sessions in app 'in.playsimple.wordtrip', 12 ad_requests with mean bid_floor 24.7; 57 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 1864 ad_requests with mean bid_floor 0.5, 1 clicks of adomain 'temu.com', 7 impressions of adomain 'temu.com' with mean price 10.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.00421671931891198;partition is 860;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'bloom_com.fuzzymobilegames.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
[
{
"from": "system",
"value": "Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to install (CPI) and whether adrequest impression can be converted to action subsequently (CPA). Predict the probability of CPI and CPA .Note if probablity of CPA is 1 ,it implies probability of CPI is also 1. Display the final response in JSON format as {'cpi':probability of CPI , 'cpa':probability of CPA)"
},
{
"from": "human",
"value": "OK ,I got an adtech request from mobile user with following features: idfa is '7789b552-bcde-4aa7-8652-676ebb05fe0c;'uuid is '563eba32-d82d-4dd4-af9d-19f6f7afbc10';bid_timestamp is '2025-02-08 19:40:04';device_id is '7789b552-bcde-4aa7-8652-676ebb05fe0c';biddate is '2025-02-08';country is 'USA';app is 'com.bbumgames.spadesroyale';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 20;target_cpi is 3.71999999999999;campaign is 58288;creative_id is 228965;session_duration is 0 ;seller_name is 'Voodoo MAX';seller_id is 170;content_type is 've';bid_floor is 15.909 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 15.909;prior_tag_impressions_count is 2 ;time_since_impression is 3470981 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 2;prior_tag_clicks_count is 1 ;time_since_click is '3470948';hour is '2025-02-08 19:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '35 sessions in app 'com.bbumgames.spadesroyale', 798 ad_requests with mean bid_floor 1.5, 2 impressions of adomain 'pg.com' with mean price 5.5, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'tubitv.com' with mean price 5.6; 30 sessions in app 'com.counter.setp.pedometer', 181 ad_requests with mean bid_floor 5.9; 2 sessions in app 'com.intensedev.biblesolitaire.gp', 18 ad_requests with mean bid_floor 2.9; 27 sessions in app 'com.make.audker.mipbui', 128 ad_requests with mean bid_floor 44.7; 10 sessions in app 'com.miracle.block.smash.journey', 252 ad_requests with mean bid_floor 1.3, 1 clicks of adomain 'ballsort.gurugame.ai', 1 impressions of adomain 'ballsort.gurugame.ai' with mean price 8.7, 3 impressions of adomain 'hungrystudio.com/blocks' with mean price 7.0; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 18.3; 1 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 16.4; 13 sessions in app 'kjv.bible.kingjamesbible', 444 ad_requests with mean bid_floor 49.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is 2025-02-08 19:46:20;time_since_impression_in_hours is 964;channel is 'USA/I/bidmachine/com.bbumgames.spadesroyale/True/170';time_since_click_in_hours is 964;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.297826334448432;partition is 2599;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'bloom_com.bbumgames.spadesroyale_USA_80' 'bloom_com.bbumgames.spadesroyale_USA_7d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'bloom_com.bbumgames.spadesroyale_USA_30' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'bloom_com.bbumgames.spadesroyale_USA_30d' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.bbumgames.spadesroyale_USA_95' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k']"
},
{
"from": "gpt",
"value": "0"
}
] |
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