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Default classification report:
precision recall f1-score support
F 0.8220 0.8220 0.8220 500
T 0.8220 0.8220 0.8220 500
accuracy 0.8220 1000
macro avg 0.8220 0.8220 0.8220 1000
weighted avg 0.8220 0.8220 0.8220 1000
ADJ
Accuracy = 0.7717391304347826
Weighted Recall = 0.7717391304347826
Weighted Precision = 0.781458497555346
Weighted F1 = 0.7721168670983658
Macro Recall = 0.777048789216271
Macro Precision = 0.775210332977841
Macro F1 = 0.7716312056737589
ADV
Accuracy = 0.9666666666666667
Weighted Recall = 0.9666666666666667
Weighted Precision = 0.9700000000000001
Weighted F1 = 0.9671373555840822
Macro Recall = 0.9761904761904762
Macro Precision = 0.95
Macro F1 = 0.9614890885750963
NOUN
Accuracy = 0.8093385214007782
Weighted Recall = 0.8093385214007782
Weighted Precision = 0.8103589227297893
Weighted F1 = 0.8090607958572607
Macro Recall = 0.8088077173534445
Macro Precision = 0.810614023062042
Macro F1 = 0.8089219330855018
VERB
Accuracy = 0.8639705882352942
Weighted Recall = 0.8639705882352942
Weighted Precision = 0.8638478766838301
Weighted F1 = 0.8638973764298372
Macro Recall = 0.8607389026743866
Macro Precision = 0.8615163572060124
Macro F1 = 0.861115327822475
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