File size: 1,300 Bytes
9fae6d2 |
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 0.8982 0.8820 0.8900 500
T 0.8841 0.9000 0.8920 500
accuracy 0.8910 1000
macro avg 0.8911 0.8910 0.8910 1000
weighted avg 0.8911 0.8910 0.8910 1000
ADJ
Accuracy = 0.875
Weighted Recall = 0.875
Weighted Precision = 0.8750971250971252
Weighted F1 = 0.8748788524907928
Macro Recall = 0.8738390092879257
Macro Precision = 0.8752913752913754
Macro F1 = 0.8743942624539639
ADV
Accuracy = 0.7333333333333333
Weighted Recall = 0.7333333333333333
Weighted Precision = 0.7642857142857142
Weighted F1 = 0.7357142857142857
Macro Recall = 0.75
Macro Precision = 0.7410714285714286
Macro F1 = 0.7321428571428572
NOUN
Accuracy = 0.9034090909090909
Weighted Recall = 0.9034090909090909
Weighted Precision = 0.9035607582715792
Weighted F1 = 0.903403893658131
Macro Recall = 0.9034435755793099
Macro Precision = 0.9035304247990815
Macro F1 = 0.9034059725585148
VERB
Accuracy = 0.8926174496644296
Weighted Recall = 0.8926174496644296
Weighted Precision = 0.8926882011082579
Weighted F1 = 0.8926126126126126
Macro Recall = 0.8926174496644296
Macro Precision = 0.8926882011082579
Macro F1 = 0.8926126126126126
|