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Default classification report: precision recall f1-score support F 0.7920 0.7920 0.7920 500 T 0.7920 0.7920 0.7920 500 accuracy 0.7920 1000 macro avg 0.7920 0.7920 0.7920 1000 weighted avg 0.7920 0.7920 0.7920 1000 ADJ Accuracy = 0.7608695652173914 Weighted Recall = 0.7608695652173914 Weighted Precision = 0.7604421178171686 Weighted F1 = 0.7598348662207358 Macro Recall = 0.7553381844208518 Macro Precision = 0.7598009467168345 Macro F1 = 0.7567307692307692 ADV Accuracy = 0.8 Weighted Recall = 0.8 Weighted Precision = 0.7925465838509318 Weighted F1 = 0.7920454545454546 Macro Recall = 0.7301587301587302 Macro Precision = 0.7701863354037267 Macro F1 = 0.7443181818181819 NOUN Accuracy = 0.7704280155642024 Weighted Recall = 0.7704280155642024 Weighted Precision = 0.7704379223081299 Weighted F1 = 0.770386283423363 Macro Recall = 0.770251238017355 Macro Precision = 0.7704478290520573 Macro F1 = 0.7703028191416843 VERB Accuracy = 0.8529411764705882 Weighted Recall = 0.8529411764705882 Weighted Precision = 0.8539274392391688 Weighted F1 = 0.8517068401978889 Macro Recall = 0.8437275985663082 Macro Precision = 0.8554890219560878 Macro F1 = 0.847798108667674 |