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Default classification report:
precision recall f1-score support
F 0.8362 0.7660 0.7996 500
T 0.7841 0.8500 0.8157 500
accuracy 0.8080 1000
macro avg 0.8102 0.8080 0.8077 1000
weighted avg 0.8102 0.8080 0.8077 1000
ADJ
Accuracy = 0.7771739130434783
Weighted Recall = 0.7771739130434783
Weighted Precision = 0.776750627090301
Weighted F1 = 0.7767538010136036
Macro Recall = 0.7734104735774783
Macro Precision = 0.7754807692307693
Macro F1 = 0.7742331288343558
ADV
Accuracy = 0.8666666666666667
Weighted Recall = 0.8666666666666667
Weighted Precision = 0.8658385093167702
Weighted F1 = 0.8613636363636362
Macro Recall = 0.8095238095238095
Macro Precision = 0.8633540372670807
Macro F1 = 0.8295454545454545
NOUN
Accuracy = 0.7859922178988327
Weighted Recall = 0.7859922178988327
Weighted Precision = 0.7912650505847443
Weighted F1 = 0.7846996520220378
Macro Recall = 0.7848499992428029
Macro Precision = 0.791850920883179
Macro F1 = 0.7844124151605278
VERB
Accuracy = 0.8639705882352942
Weighted Recall = 0.8639705882352942
Weighted Precision = 0.8641328449715788
Weighted F1 = 0.8640399001988731
Macro Recall = 0.861786600496278
Macro Precision = 0.8610499669821703
Macro F1 = 0.8614060455828685
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