Instructions to use weecology/cropmodel-tree-genus with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- DeepForest
How to use weecology/cropmodel-tree-genus with DeepForest:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
File size: 2,000 Bytes
6493d39 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 | ,precision,recall,f1-score,support
Abies (0),0.3672,0.4159,0.39,113.0
Acer (1),0.3586,0.4424,0.3961,278.0
Alnus (2),0.0,0.0,0.0,4.0
Amelanchier (3),0.125,0.2632,0.1695,19.0
Arctostaphylos (4),0.0,0.0,0.0,1.0
Betula (5),0.641,0.2525,0.3623,99.0
Bourreria (6),1.0,1.0,1.0,3.0
Bucida (7),1.0,0.5,0.6667,2.0
Bursera (8),1.0,1.0,1.0,2.0
Calocedrus (9),0.4667,0.6667,0.549,21.0
Carpinus (10),0.0909,0.0333,0.0488,30.0
Carya (11),0.2329,0.3953,0.2931,43.0
Celtis (12),0.1538,0.0426,0.0667,47.0
Cercis (13),0.3,0.5,0.375,6.0
Cornus (14),0.1111,0.1667,0.1333,6.0
Diospyros (15),0.0,0.0,0.0,1.0
Fagus (16),0.2621,0.5094,0.3462,53.0
Fraxinus (17),0.2326,0.2,0.2151,50.0
Gleditsia (18),0.0,0.0,0.0,3.0
Gymnocladus (19),0.0,0.0,0.0,1.0
Halesia (20),0.0,0.0,0.0,3.0
Ilex (21),0.0,0.0,0.0,1.0
Juglans (22),0.2632,0.4545,0.3333,11.0
Juniperus (23),0.2162,0.4211,0.2857,19.0
Larix (24),0.0,0.0,0.0,4.0
Liquidambar (25),0.2407,0.2321,0.2364,56.0
Liriodendron (26),0.3448,0.5085,0.411,59.0
Maclura (27),0.1111,0.1429,0.125,7.0
Magnolia (28),0.1667,0.3333,0.2222,6.0
Metrosideros (29),1.0,0.7143,0.8333,7.0
Morus (30),0.0,0.0,0.0,6.0
Nyssa (31),0.0,0.0,0.0,26.0
Ostrya (32),0.0,0.0,0.0,1.0
Oxydendrum (33),0.1579,0.1579,0.1579,19.0
Picea (34),0.7692,0.65,0.7046,200.0
Pinaceae (35),0.0,0.0,0.0,2.0
Pinus (36),0.6012,0.6293,0.6149,321.0
Pisonia (37),0.6667,0.6667,0.6667,3.0
Platanus (38),0.5,0.1429,0.2222,7.0
Populus (39),0.6173,0.5814,0.5988,86.0
Prunus (40),0.0,0.0,0.0,9.0
Pseudotsuga (41),0.5806,0.63,0.6043,200.0
Quercus (42),0.5315,0.3665,0.4338,322.0
Robinia (43),0.0,0.0,0.0,5.0
Sassafras (44),0.5,0.1667,0.25,6.0
Sideroxylon (45),0.0,0.0,0.0,1.0
Symphoricarpos (46),0.0,0.0,0.0,2.0
Taxus (47),0.0,0.0,0.0,4.0
Thuja (48),0.0,0.0,0.0,6.0
Tilia (49),0.0,0.0,0.0,2.0
Triadica (50),0.0,0.0,0.0,2.0
Tsuga (51),0.4,0.3889,0.3944,216.0
Ulmus (52),0.1818,0.4615,0.2609,39.0
Unknown (53),0.0,0.0,0.0,13.0
accuracy,0.4403,0.4403,0.4403,0.4403
macro avg,0.2628,0.2599,0.2475,2453.0
weighted avg,0.454,0.4403,0.4358,2453.0
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