Update README.md
Browse files
README.md
CHANGED
@@ -5,16 +5,14 @@ tags:
|
|
5 |
- text-classification
|
6 |
base_model: google/bigbird-roberta-base
|
7 |
widget:
|
8 |
-
- text:
|
9 |
license: mit
|
10 |
language:
|
11 |
- en
|
12 |
metrics:
|
13 |
- accuracy
|
14 |
-
- bertscore
|
15 |
pipeline_tag: text-classification
|
16 |
---
|
17 |
-
|
18 |
# 🛫 Big Bird Flight
|
19 |
Big Bird Flight 2 is a fine-tuned version of Google’s BigBird model, optimised for long-text sentiment analysis. Big Bird Flight 2 is an improved version of Big Bird Flight 1. The model records a 16% improved accuracy over its predecessor. Both models was trained on 2,598 flight review texts, each annotated with a 10-point ordinal sentiment rating ranging from 1 (extremely negative) to 10 (extremely positive).
|
20 |
|
@@ -61,4 +59,4 @@ Mat Roni, S. (2025). Big Bird Flight 2 for ordinal sentiment analysis [software]
|
|
61 |
- recall_macro: 0.3007
|
62 |
- recall_micro: 0.3093
|
63 |
- recall_weighted: 0.3093
|
64 |
-
- accuracy: 0.3093
|
|
|
5 |
- text-classification
|
6 |
base_model: google/bigbird-roberta-base
|
7 |
widget:
|
8 |
+
- text: Let me fly
|
9 |
license: mit
|
10 |
language:
|
11 |
- en
|
12 |
metrics:
|
13 |
- accuracy
|
|
|
14 |
pipeline_tag: text-classification
|
15 |
---
|
|
|
16 |
# 🛫 Big Bird Flight
|
17 |
Big Bird Flight 2 is a fine-tuned version of Google’s BigBird model, optimised for long-text sentiment analysis. Big Bird Flight 2 is an improved version of Big Bird Flight 1. The model records a 16% improved accuracy over its predecessor. Both models was trained on 2,598 flight review texts, each annotated with a 10-point ordinal sentiment rating ranging from 1 (extremely negative) to 10 (extremely positive).
|
18 |
|
|
|
59 |
- recall_macro: 0.3007
|
60 |
- recall_micro: 0.3093
|
61 |
- recall_weighted: 0.3093
|
62 |
+
- accuracy: 0.3093
|