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Default classification report:
precision recall f1-score support
F 0.9174 0.8880 0.9024 500
T 0.8915 0.9200 0.9055 500
accuracy 0.9040 1000
macro avg 0.9044 0.9040 0.9040 1000
weighted avg 0.9044 0.9040 0.9040 1000
ADJ
Accuracy = 0.8680555555555556
Weighted Recall = 0.8680555555555556
Weighted Precision = 0.8693415637860082
Weighted F1 = 0.8676385579920368
Macro Recall = 0.8657120743034056
Macro Precision = 0.8703703703703703
Macro F1 = 0.8669713618904069
ADV
Accuracy = 0.8
Weighted Recall = 0.8
Weighted Precision = 0.8107142857142856
Weighted F1 = 0.8018099547511313
Macro Recall = 0.8055555555555556
Macro Precision = 0.7946428571428572
Macro F1 = 0.7963800904977376
NOUN
Accuracy = 0.9071969696969697
Weighted Recall = 0.9071969696969697
Weighted Precision = 0.9076826398172905
Weighted F1 = 0.9071759942510835
Macro Recall = 0.9072602051797116
Macro Precision = 0.9076286764705883
Macro F1 = 0.9071806554612805
VERB
Accuracy = 0.9261744966442953
Weighted Recall = 0.9261744966442953
Weighted Precision = 0.9261744966442953
Weighted F1 = 0.9261744966442953
Macro Recall = 0.9261744966442953
Macro Precision = 0.9261744966442953
Macro F1 = 0.9261744966442953
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