File size: 1,294 Bytes
5f36b76 | 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 | Default classification report:
precision recall f1-score support
F 0.7908 0.5520 0.6502 500
T 0.6559 0.8540 0.7420 500
accuracy 0.7030 1000
macro avg 0.7234 0.7030 0.6961 1000
weighted avg 0.7234 0.7030 0.6961 1000
ADJ
Accuracy = 0.6632653061224489
Weighted Recall = 0.6632653061224489
Weighted Precision = 0.7325072886297376
Weighted F1 = 0.6479016727463932
Macro Recall = 0.6819706498951782
Macro Precision = 0.7214285714285714
Macro F1 = 0.6528180354267311
ADV
Accuracy = 0.9
Weighted Recall = 0.9
Weighted Precision = 0.9111111111111111
Weighted F1 = 0.8862745098039216
Macro Recall = 0.75
Macro Precision = 0.9444444444444444
Macro F1 = 0.803921568627451
NOUN
Accuracy = 0.7206477732793523
Weighted Recall = 0.7206477732793523
Weighted Precision = 0.7286628696529287
Weighted F1 = 0.7176447831845449
Macro Recall = 0.7194262295081967
Macro Precision = 0.7291638131762772
Macro F1 = 0.717269409422694
VERB
Accuracy = 0.6859296482412061
Weighted Recall = 0.6859296482412061
Weighted Precision = 0.7197989594783429
Weighted F1 = 0.674396808474842
Macro Recall = 0.6878425133217163
Macro Precision = 0.7189192371085471
Macro F1 = 0.6749959170341335
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