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Default classification report:
precision recall f1-score support
F 0.5401 0.3640 0.4349 500
T 0.5204 0.6900 0.5933 500
accuracy 0.5270 1000
macro avg 0.5302 0.5270 0.5141 1000
weighted avg 0.5302 0.5270 0.5141 1000
ADJ
Accuracy = 0.5483870967741935
Weighted Recall = 0.5483870967741935
Weighted Precision = 0.5483870967741935
Weighted F1 = 0.5483870967741935
Macro Recall = 0.5241228070175439
Macro Precision = 0.5241228070175439
Macro F1 = 0.5241228070175439
ADV
Accuracy = 0.65
Weighted Recall = 0.65
Weighted Precision = 0.68
Weighted F1 = 0.663799283154122
Macro Recall = 0.5
Macro Precision = 0.5
Macro F1 = 0.49820788530465954
NOUN
Accuracy = 0.5180505415162455
Weighted Recall = 0.5180505415162455
Weighted Precision = 0.5265571997041971
Weighted F1 = 0.5019713941034515
Macro Recall = 0.5226264997391759
Macro Precision = 0.5260006893554526
Macro F1 = 0.5040752077836301
VERB
Accuracy = 0.5302197802197802
Weighted Recall = 0.5302197802197802
Weighted Precision = 0.5387002343395884
Weighted F1 = 0.5209841166337247
Macro Recall = 0.5348766924564797
Macro Precision = 0.5378075549585559
Macro F1 = 0.5229284668623679
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