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Default classification report:
precision recall f1-score support
F 0.8652 0.8860 0.8755 500
T 0.8832 0.8620 0.8725 500
accuracy 0.8740 1000
macro avg 0.8742 0.8740 0.8740 1000
weighted avg 0.8742 0.8740 0.8740 1000
ADJ
Accuracy = 0.8402777777777778
Weighted Recall = 0.8402777777777778
Weighted Precision = 0.8402198961900454
Weighted F1 = 0.8402081820382475
Macro Recall = 0.8393962848297214
Macro Precision = 0.8399883698391161
Macro F1 = 0.8396514161220043
ADV
Accuracy = 0.7333333333333333
Weighted Recall = 0.7333333333333333
Weighted Precision = 0.7333333333333333
Weighted F1 = 0.7333333333333333
Macro Recall = 0.7222222222222222
Macro Precision = 0.7222222222222222
Macro F1 = 0.7222222222222222
NOUN
Accuracy = 0.875
Weighted Recall = 0.875
Weighted Precision = 0.8755210204814947
Weighted F1 = 0.8749461670973299
Macro Recall = 0.8749264653131501
Macro Precision = 0.8755731225296443
Macro F1 = 0.8749354005167959
VERB
Accuracy = 0.9026845637583892
Weighted Recall = 0.9026845637583892
Weighted Precision = 0.902847873107426
Weighted F1 = 0.9026747001520358
Macro Recall = 0.9026845637583893
Macro Precision = 0.9028478731074261
Macro F1 = 0.9026747001520357
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