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Default classification report:
precision recall f1-score support
F 0.8571 0.8880 0.8723 500
T 0.8838 0.8520 0.8676 500
accuracy 0.8700 1000
macro avg 0.8705 0.8700 0.8700 1000
weighted avg 0.8705 0.8700 0.8700 1000
ADJ
Accuracy = 0.8333333333333334
Weighted Recall = 0.8333333333333334
Weighted Precision = 0.8338481338481338
Weighted F1 = 0.8334299516908213
Macro Recall = 0.8335913312693499
Macro Precision = 0.8328185328185328
Macro F1 = 0.8330434782608697
ADV
Accuracy = 0.7666666666666667
Weighted Recall = 0.7666666666666667
Weighted Precision = 0.7645933014354066
Weighted F1 = 0.7647473560517039
Macro Recall = 0.75
Macro Precision = 0.7583732057416268
Macro F1 = 0.7532314923619272
NOUN
Accuracy = 0.8693181818181818
Weighted Recall = 0.8693181818181818
Weighted Precision = 0.8694413449742907
Weighted F1 = 0.8693017724557538
Macro Recall = 0.8692804361862401
Macro Precision = 0.8694659776055125
Macro F1 = 0.8692952087107826
VERB
Accuracy = 0.8993288590604027
Weighted Recall = 0.8993288590604027
Weighted Precision = 0.9011356952174109
Weighted F1 = 0.8992153679653679
Macro Recall = 0.8993288590604027
Macro Precision = 0.901135695217411
Macro F1 = 0.8992153679653679
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