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Default classification report:
precision recall f1-score support
F 0.8816 0.7300 0.7987 500
T 0.7696 0.9020 0.8306 500
accuracy 0.8160 1000
macro avg 0.8256 0.8160 0.8146 1000
weighted avg 0.8256 0.8160 0.8146 1000
ADJ
Accuracy = 0.7755102040816326
Weighted Recall = 0.7755102040816326
Weighted Precision = 0.790956551753894
Weighted F1 = 0.7750425170068028
Macro Recall = 0.7823899371069183
Macro Precision = 0.7847780126849895
Macro F1 = 0.7754166666666668
ADV
Accuracy = 0.8
Weighted Recall = 0.8
Weighted Precision = 0.64
Weighted F1 = 0.7111111111111111
Macro Recall = 0.5
Macro Precision = 0.4
Macro F1 = 0.4444444444444445
NOUN
Accuracy = 0.819838056680162
Weighted Recall = 0.819838056680162
Weighted Precision = 0.8260981862089894
Weighted F1 = 0.8187713058862275
Macro Recall = 0.8189508196721311
Macro Precision = 0.8266347687400319
Macro F1 = 0.818588434321553
VERB
Accuracy = 0.821608040201005
Weighted Recall = 0.821608040201005
Weighted Precision = 0.834766661304009
Weighted F1 = 0.820058819089243
Macro Recall = 0.8225749425461525
Macro Precision = 0.8340918602218037
Macro F1 = 0.8202177135622444
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