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Default classification report:
precision recall f1-score support
F 0.6162 0.5940 0.6049 500
T 0.6081 0.6300 0.6189 500
accuracy 0.6120 1000
macro avg 0.6121 0.6120 0.6119 1000
weighted avg 0.6121 0.6120 0.6119 1000
ADJ
Accuracy = 0.6290322580645161
Weighted Recall = 0.6290322580645161
Weighted Precision = 0.6545265348595213
Weighted F1 = 0.633822091886608
Macro Recall = 0.6359649122807017
Macro Precision = 0.6290322580645161
Macro F1 = 0.6242424242424243
ADV
Accuracy = 0.55
Weighted Recall = 0.55
Weighted Precision = 0.7656565656565656
Weighted F1 = 0.592
Macro Recall = 0.625
Macro Precision = 0.5808080808080808
Macro F1 = 0.52
NOUN
Accuracy = 0.6299638989169675
Weighted Recall = 0.6299638989169675
Weighted Precision = 0.6346261039933063
Weighted F1 = 0.6284563108485184
Macro Recall = 0.6316901408450704
Macro Precision = 0.6338671403762279
Macro F1 = 0.6289471534754554
VERB
Accuracy = 0.5851648351648352
Weighted Recall = 0.5851648351648352
Weighted Precision = 0.5846448359011174
Weighted F1 = 0.5843695356073451
Macro Recall = 0.5837161508704062
Macro Precision = 0.5843611999390894
Macro F1 = 0.583501936090083
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