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Default classification report:
precision recall f1-score support
F 0.9430 0.8600 0.8996 500
T 0.8713 0.9480 0.9080 500
accuracy 0.9040 1000
macro avg 0.9072 0.9040 0.9038 1000
weighted avg 0.9072 0.9040 0.9038 1000
ADJ
Accuracy = 0.875
Weighted Recall = 0.875
Weighted Precision = 0.8847402597402598
Weighted F1 = 0.8735247836349331
Macro Recall = 0.8699690402476781
Macro Precision = 0.887987012987013
Macro F1 = 0.8725413060582219
ADV
Accuracy = 0.7333333333333333
Weighted Recall = 0.7333333333333333
Weighted Precision = 0.7944444444444445
Weighted F1 = 0.7333333333333333
Macro Recall = 0.7638888888888888
Macro Precision = 0.7638888888888888
Macro F1 = 0.7333333333333334
NOUN
Accuracy = 0.9128787878787878
Weighted Recall = 0.9128787878787878
Weighted Precision = 0.9140602560766669
Weighted F1 = 0.9128262600161825
Macro Recall = 0.912977975464524
Macro Precision = 0.9139758654911041
Macro F1 = 0.9128337639965547
VERB
Accuracy = 0.9194630872483222
Weighted Recall = 0.9194630872483222
Weighted Precision = 0.9222015686630095
Weighted F1 = 0.9193322806226032
Macro Recall = 0.919463087248322
Macro Precision = 0.9222015686630095
Macro F1 = 0.9193322806226032
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