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Default classification report:
precision recall f1-score support
F 0.8533 0.7560 0.8017 500
T 0.7810 0.8700 0.8231 500
accuracy 0.8130 1000
macro avg 0.8171 0.8130 0.8124 1000
weighted avg 0.8171 0.8130 0.8124 1000
ADJ
Accuracy = 0.7554347826086957
Weighted Recall = 0.7554347826086957
Weighted Precision = 0.7572586357197342
Weighted F1 = 0.7524385891869387
Macro Recall = 0.7460932840271979
Macro Precision = 0.7585213032581454
Macro F1 = 0.7482900136798907
ADV
Accuracy = 0.8333333333333334
Weighted Recall = 0.8333333333333334
Weighted Precision = 0.8653846153846154
Weighted F1 = 0.8101472995090016
Macro Recall = 0.7222222222222222
Macro Precision = 0.9038461538461539
Macro F1 = 0.7545008183306054
NOUN
Accuracy = 0.7937743190661478
Weighted Recall = 0.7937743190661478
Weighted Precision = 0.7998856018417498
Weighted F1 = 0.7923988516887349
Macro Recall = 0.7925734102645647
Macro Precision = 0.8005288947654974
Macro F1 = 0.7921092796092797
VERB
Accuracy = 0.8860294117647058
Weighted Recall = 0.8860294117647058
Weighted Precision = 0.8861698184666779
Weighted F1 = 0.8860874839504073
Macro Recall = 0.8842845326716294
Macro Precision = 0.8835020911292097
Macro F1 = 0.8838807408937548
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