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Default classification report:
precision recall f1-score support
F 0.7296 0.6960 0.7124 500
T 0.7094 0.7420 0.7253 500
accuracy 0.7190 1000
macro avg 0.7195 0.7190 0.7189 1000
weighted avg 0.7195 0.7190 0.7189 1000
ADJ
Accuracy = 0.7
Weighted Recall = 0.7
Weighted Precision = 0.7241071428571428
Weighted F1 = 0.7051428571428572
Macro Recall = 0.7057416267942584
Macro Precision = 0.6919642857142857
Macro F1 = 0.6914285714285715
ADV
Accuracy = 0.5
Weighted Recall = 0.5
Weighted Precision = 0.5666666666666667
Weighted F1 = 0.5
Macro Recall = 0.5333333333333333
Macro Precision = 0.5333333333333333
Macro F1 = 0.5
NOUN
Accuracy = 0.7130584192439863
Weighted Recall = 0.7130584192439863
Weighted Precision = 0.7145478920529664
Weighted F1 = 0.7130423238207809
Macro Recall = 0.7137943262411347
Macro Precision = 0.7138423523013442
Macro F1 = 0.7130575721164492
VERB
Accuracy = 0.739247311827957
Weighted Recall = 0.739247311827957
Weighted Precision = 0.7398387096774194
Weighted F1 = 0.7388942161134983
Macro Recall = 0.7387024026368288
Macro Precision = 0.74
Macro F1 = 0.7387016184510662
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