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Default classification report:
precision recall f1-score support
F 0.7324 0.7280 0.7302 500
T 0.7296 0.7340 0.7318 500
accuracy 0.7310 1000
macro avg 0.7310 0.7310 0.7310 1000
weighted avg 0.7310 0.7310 0.7310 1000
ADJ
Accuracy = 0.7010869565217391
Weighted Recall = 0.7010869565217391
Weighted Precision = 0.7007893560393404
Weighted F1 = 0.7009173984436354
Macro Recall = 0.6976619348681856
Macro Precision = 0.6981109516977523
Macro F1 = 0.6978653530377669
ADV
Accuracy = 0.7666666666666667
Weighted Recall = 0.7666666666666667
Weighted Precision = 0.7541666666666667
Weighted F1 = 0.7511111111111112
Macro Recall = 0.6746031746031746
Macro Precision = 0.7291666666666666
Macro F1 = 0.6888888888888889
NOUN
Accuracy = 0.7178988326848249
Weighted Recall = 0.7178988326848249
Weighted Precision = 0.7181108117106058
Weighted F1 = 0.7176753629254342
Macro Recall = 0.7174973119500856
Macro Precision = 0.7181878949927079
Macro F1 = 0.7175128394640591
VERB
Accuracy = 0.7720588235294118
Weighted Recall = 0.7720588235294118
Weighted Precision = 0.7713291903587782
Weighted F1 = 0.7701456023067276
Macro Recall = 0.7612351805900193
Macro Precision = 0.7701739378386085
Macro F1 = 0.7640870684348945
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