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Default classification report:
precision recall f1-score support
F 0.6050 0.6800 0.6403 500
T 0.6347 0.5560 0.5928 500
accuracy 0.6180 1000
macro avg 0.6198 0.6180 0.6165 1000
weighted avg 0.6198 0.6180 0.6165 1000
ADJ
Accuracy = 0.5967741935483871
Weighted Recall = 0.5967741935483871
Weighted Precision = 0.6541238012205753
Weighted F1 = 0.5981382152720068
Macro Recall = 0.625
Macro Precision = 0.6232432432432433
Macro F1 = 0.5966692688004164
ADV
Accuracy = 0.5
Weighted Recall = 0.5
Weighted Precision = 0.75
Weighted F1 = 0.5416666666666667
Macro Recall = 0.59375
Macro Precision = 0.5625
Macro F1 = 0.4791666666666667
NOUN
Accuracy = 0.6389891696750902
Weighted Recall = 0.6389891696750902
Weighted Precision = 0.6388564783902765
Weighted F1 = 0.638847835129295
Macro Recall = 0.6384846113719354
Macro Precision = 0.638701671891327
Macro F1 = 0.6385180545224393
VERB
Accuracy = 0.5961538461538461
Weighted Recall = 0.5961538461538461
Weighted Precision = 0.5972027527222643
Weighted F1 = 0.5910548959663606
Macro Recall = 0.5925411025145068
Macro Precision = 0.5973825652768502
Macro F1 = 0.5893066844735084
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