File size: 1,339 Bytes
9eb09a2 |
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 0.8607 0.8900 0.8751 500
T 0.8861 0.8560 0.8708 500
accuracy 0.8730 1000
macro avg 0.8734 0.8730 0.8730 1000
weighted avg 0.8734 0.8730 0.8730 1000
ADJ
Accuracy = 0.8541666666666666
Weighted Recall = 0.8541666666666666
Weighted Precision = 0.8607449764166182
Weighted F1 = 0.8541033678964713
Macro Recall = 0.8571981424148607
Macro Precision = 0.8578212831944175
Macro F1 = 0.8541596334699784
ADV
Accuracy = 0.7333333333333333
Weighted Recall = 0.7333333333333333
Weighted Precision = 0.7333333333333333
Weighted F1 = 0.7333333333333333
Macro Recall = 0.7222222222222222
Macro Precision = 0.7222222222222222
Macro F1 = 0.7222222222222222
NOUN
Accuracy = 0.865530303030303
Weighted Recall = 0.865530303030303
Weighted Precision = 0.8657740084670231
Weighted F1 = 0.8654999065476349
Macro Recall = 0.8654781548174187
Macro Precision = 0.8658088235294117
Macro F1 = 0.8654912218383011
VERB
Accuracy = 0.9093959731543624
Weighted Recall = 0.9093959731543624
Weighted Precision = 0.9094144144144144
Weighted F1 = 0.9093949528732137
Macro Recall = 0.9093959731543624
Macro Precision = 0.9094144144144144
Macro F1 = 0.9093949528732137
|