File size: 1,325 Bytes
c627084 |
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Default classification report:
precision recall f1-score support
F 0.8938 0.8920 0.8929 500
T 0.8922 0.8940 0.8931 500
accuracy 0.8930 1000
macro avg 0.8930 0.8930 0.8930 1000
weighted avg 0.8930 0.8930 0.8930 1000
ADJ
Accuracy = 0.8888888888888888
Weighted Recall = 0.8888888888888888
Weighted Precision = 0.8911181047294343
Weighted F1 = 0.8884344909661366
Macro Recall = 0.8862229102167183
Macro Precision = 0.8926042486231314
Macro F1 = 0.8878286270691333
ADV
Accuracy = 0.7666666666666667
Weighted Recall = 0.7666666666666667
Weighted Precision = 0.7710407239819003
Weighted F1 = 0.768
Macro Recall = 0.7638888888888888
Macro Precision = 0.7579185520361991
Macro F1 = 0.7599999999999999
NOUN
Accuracy = 0.8977272727272727
Weighted Recall = 0.8977272727272727
Weighted Precision = 0.8979415917148259
Weighted F1 = 0.8977184677516136
Macro Recall = 0.8977688499892389
Macro Precision = 0.8979058718835671
Macro F1 = 0.8977214027434999
VERB
Accuracy = 0.8993288590604027
Weighted Recall = 0.8993288590604027
Weighted Precision = 0.9019358933671848
Weighted F1 = 0.899165350778254
Macro Recall = 0.8993288590604027
Macro Precision = 0.901935893367185
Macro F1 = 0.899165350778254
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