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Default classification report:
precision recall f1-score support
F 0.6736 0.8380 0.7469 500
T 0.7857 0.5940 0.6765 500
accuracy 0.7160 1000
macro avg 0.7297 0.7160 0.7117 1000
weighted avg 0.7297 0.7160 0.7117 1000
ADJ
Accuracy = 0.6902173913043478
Weighted Recall = 0.6902173913043478
Weighted Precision = 0.6950023629489602
Weighted F1 = 0.690960319248222
Macro Recall = 0.6920553501133246
Macro Precision = 0.6902173913043478
Macro F1 = 0.6894744633604737
ADV
Accuracy = 0.8333333333333334
Weighted Recall = 0.8333333333333334
Weighted Precision = 0.861111111111111
Weighted F1 = 0.8388278388278388
Macro Recall = 0.8492063492063492
Macro Precision = 0.8055555555555556
Macro F1 = 0.8168498168498168
NOUN
Accuracy = 0.7198443579766537
Weighted Recall = 0.7198443579766537
Weighted Precision = 0.7253925513180902
Weighted F1 = 0.7186313603165805
Macro Recall = 0.7209274150803386
Macro Precision = 0.72480853096636
Macro F1 = 0.7188867282450169
VERB
Accuracy = 0.7132352941176471
Weighted Recall = 0.7132352941176471
Weighted Precision = 0.7830461259393625
Weighted F1 = 0.6765347500256647
Macro Recall = 0.6698097601323407
Macro Precision = 0.8014684287812042
Macro F1 = 0.6571650184215629
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