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Default classification report:
precision recall f1-score support
F 0.6613 0.5780 0.6169 500
T 0.6252 0.7040 0.6623 500
accuracy 0.6410 1000
macro avg 0.6433 0.6410 0.6396 1000
weighted avg 0.6433 0.6410 0.6396 1000
ADJ
Accuracy = 0.6612903225806451
Weighted Recall = 0.6612903225806451
Weighted Precision = 0.677891259648768
Weighted F1 = 0.6653407970647991
Macro Recall = 0.6622807017543859
Macro Precision = 0.654649947753396
Macro F1 = 0.6539994685091681
ADV
Accuracy = 0.55
Weighted Recall = 0.55
Weighted Precision = 0.7656565656565656
Weighted F1 = 0.592
Macro Recall = 0.625
Macro Precision = 0.5808080808080808
Macro F1 = 0.52
NOUN
Accuracy = 0.6389891696750902
Weighted Recall = 0.6389891696750902
Weighted Precision = 0.6472738929092112
Weighted F1 = 0.6359683170323295
Macro Recall = 0.6414058424621805
Macro Precision = 0.6462740125188862
Macro F1 = 0.6366974883598924
VERB
Accuracy = 0.6456043956043956
Weighted Recall = 0.6456043956043956
Weighted Precision = 0.6479747262403385
Weighted F1 = 0.645376997710716
Macro Recall = 0.6467601547388782
Macro Precision = 0.6471381389570645
Macro F1 = 0.6455375138709605
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