File size: 1,240 Bytes
e6f2952 | 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 0.5879 0.6220 0.6045 500
T 0.5987 0.5640 0.5808 500
accuracy 0.5930 1000
macro avg 0.5933 0.5930 0.5927 1000
weighted avg 0.5933 0.5930 0.5927 1000
ADJ
Accuracy = 0.5204081632653061
Weighted Recall = 0.5204081632653061
Weighted Precision = 0.53766183892912
Weighted F1 = 0.5127028654578497
Macro Recall = 0.5314465408805031
Macro Precision = 0.5336021505376345
Macro F1 = 0.5163288879554763
ADV
Accuracy = 0.6
Weighted Recall = 0.6
Weighted Precision = 0.6
Weighted F1 = 0.6
Macro Recall = 0.375
Macro Precision = 0.375
Macro F1 = 0.375
NOUN
Accuracy = 0.5910931174089069
Weighted Recall = 0.5910931174089069
Weighted Precision = 0.5914437820778474
Weighted F1 = 0.5910260889878608
Macro Recall = 0.5912786885245902
Macro Precision = 0.5913385826771653
Macro F1 = 0.5910663060404884
VERB
Accuracy = 0.6130653266331658
Weighted Recall = 0.6130653266331658
Weighted Precision = 0.6161754602085038
Weighted F1 = 0.6095119355867114
Macro Recall = 0.6121170795767357
Macro Precision = 0.6163482454071336
Macro F1 = 0.6091171143593276
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