File size: 1,294 Bytes
3cb9af2 |
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 0.8401 0.7460 0.7903 500
T 0.7716 0.8580 0.8125 500
accuracy 0.8020 1000
macro avg 0.8058 0.8020 0.8014 1000
weighted avg 0.8058 0.8020 0.8014 1000
ADJ
Accuracy = 0.7653061224489796
Weighted Recall = 0.7653061224489796
Weighted Precision = 0.7898926812104152
Weighted F1 = 0.7637135656016242
Macro Recall = 0.7746331236897275
Macro Precision = 0.7823275862068966
Macro F1 = 0.7646936005846121
ADV
Accuracy = 0.9
Weighted Recall = 0.9
Weighted Precision = 0.9111111111111111
Weighted F1 = 0.8862745098039216
Macro Recall = 0.75
Macro Precision = 0.9444444444444444
Macro F1 = 0.803921568627451
NOUN
Accuracy = 0.8016194331983806
Weighted Recall = 0.8016194331983806
Weighted Precision = 0.8058517969978864
Weighted F1 = 0.8007367974063984
Macro Recall = 0.8008524590163935
Macro Precision = 0.8062750333778371
Macro F1 = 0.8005602702480019
VERB
Accuracy = 0.8090452261306532
Weighted Recall = 0.8090452261306532
Weighted Precision = 0.8102878637128836
Weighted F1 = 0.8089294521108764
Macro Recall = 0.809328989569917
Macro Precision = 0.8100807574491785
Macro F1 = 0.808968043450802
|