File size: 1,336 Bytes
eecb6ca |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 |
Default classification report:
precision recall f1-score support
F 0.9012 0.8760 0.8884 500
T 0.8794 0.9040 0.8915 500
accuracy 0.8900 1000
macro avg 0.8903 0.8900 0.8900 1000
weighted avg 0.8903 0.8900 0.8900 1000
ADJ
Accuracy = 0.8819444444444444
Weighted Recall = 0.8819444444444444
Weighted Precision = 0.882109500805153
Weighted F1 = 0.8819843917006387
Macro Recall = 0.8819659442724458
Macro Precision = 0.8814492753623189
Macro F1 = 0.8816648136510852
ADV
Accuracy = 0.8333333333333334
Weighted Recall = 0.8333333333333334
Weighted Precision = 0.8325358851674641
Weighted F1 = 0.8319623971797885
Macro Recall = 0.8194444444444444
Macro Precision = 0.8301435406698565
Macro F1 = 0.8237367802585194
NOUN
Accuracy = 0.8825757575757576
Weighted Recall = 0.8825757575757576
Weighted Precision = 0.8831421846127729
Weighted F1 = 0.882542053717427
Macro Recall = 0.8826458139034364
Macro Precision = 0.8830855419090713
Macro F1 = 0.8825487944890931
VERB
Accuracy = 0.912751677852349
Weighted Recall = 0.912751677852349
Weighted Precision = 0.9134220618091585
Weighted F1 = 0.9127162941600576
Macro Recall = 0.912751677852349
Macro Precision = 0.9134220618091586
Macro F1 = 0.9127162941600576
|