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Default classification report:
precision recall f1-score support
F 0.9156 0.8680 0.8912 500
T 0.8745 0.9200 0.8967 500
accuracy 0.8940 1000
macro avg 0.8951 0.8940 0.8939 1000
weighted avg 0.8951 0.8940 0.8939 1000
ADJ
Accuracy = 0.875
Weighted Recall = 0.875
Weighted Precision = 0.8815156375300722
Weighted F1 = 0.8738977072310407
Macro Recall = 0.8707430340557275
Macro Precision = 0.884121892542101
Macro F1 = 0.873015873015873
ADV
Accuracy = 0.7333333333333333
Weighted Recall = 0.7333333333333333
Weighted Precision = 0.7642857142857142
Weighted F1 = 0.7357142857142857
Macro Recall = 0.75
Macro Precision = 0.7410714285714286
Macro F1 = 0.7321428571428572
NOUN
Accuracy = 0.9071969696969697
Weighted Recall = 0.9071969696969697
Weighted Precision = 0.9079195926446487
Weighted F1 = 0.9071640044974563
Macro Recall = 0.907274553411292
Macro Precision = 0.9078538996494052
Macro F1 = 0.9071699981700951
VERB
Accuracy = 0.8959731543624161
Weighted Recall = 0.8959731543624161
Weighted Precision = 0.895990990990991
Weighted F1 = 0.8959719829285047
Macro Recall = 0.8959731543624161
Macro Precision = 0.895990990990991
Macro F1 = 0.8959719829285047
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