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Default classification report:
precision recall f1-score support
F 0.6442 0.8620 0.7374 500
T 0.7915 0.5240 0.6306 500
accuracy 0.6930 1000
macro avg 0.7179 0.6930 0.6840 1000
weighted avg 0.7179 0.6930 0.6840 1000
ADJ
Accuracy = 0.7346938775510204
Weighted Recall = 0.7346938775510204
Weighted Precision = 0.7341933813694611
Weighted F1 = 0.7341355734212877
Macro Recall = 0.7312368972746331
Macro Precision = 0.7331923890063425
Macro F1 = 0.7319023569023568
ADV
Accuracy = 0.4
Weighted Recall = 0.4
Weighted Precision = 0.85
Weighted F1 = 0.4
Macro Recall = 0.625
Macro Precision = 0.625
Macro F1 = 0.4
NOUN
Accuracy = 0.6821862348178138
Weighted Recall = 0.6821862348178138
Weighted Precision = 0.7066184089867289
Weighted F1 = 0.6736558355717631
Macro Recall = 0.6841803278688525
Macro Precision = 0.7057353183541175
Macro F1 = 0.6742724909389476
VERB
Accuracy = 0.7035175879396985
Weighted Recall = 0.7035175879396985
Weighted Precision = 0.7394186074494639
Weighted F1 = 0.691015600152662
Macro Recall = 0.7015177917519004
Macro Precision = 0.7403391464112528
Macro F1 = 0.6903744725738397
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