File size: 1,339 Bytes
289560c |
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 0.8229 0.8180 0.8205 500
T 0.8191 0.8240 0.8215 500
accuracy 0.8210 1000
macro avg 0.8210 0.8210 0.8210 1000
weighted avg 0.8210 0.8210 0.8210 1000
ADJ
Accuracy = 0.7717391304347826
Weighted Recall = 0.7717391304347826
Weighted Precision = 0.7866528533419082
Weighted F1 = 0.7717391304347826
Macro Recall = 0.7791959918883454
Macro Precision = 0.7791959918883454
Macro F1 = 0.7717391304347826
ADV
Accuracy = 0.9333333333333333
Weighted Recall = 0.9333333333333333
Weighted Precision = 0.9391304347826086
Weighted F1 = 0.930681818181818
Macro Recall = 0.8888888888888888
Macro Precision = 0.9565217391304348
Macro F1 = 0.9147727272727273
NOUN
Accuracy = 0.8093385214007782
Weighted Recall = 0.8093385214007782
Weighted Precision = 0.8122439235818186
Weighted F1 = 0.8086977643026878
Macro Recall = 0.8085048384898459
Macro Precision = 0.8126909085327481
Macro F1 = 0.808500608272506
VERB
Accuracy = 0.8639705882352942
Weighted Recall = 0.8639705882352942
Weighted Precision = 0.8639561464316365
Weighted F1 = 0.8633751204730145
Macro Recall = 0.8575958092087124
Macro Precision = 0.8639169472502806
Macro F1 = 0.8601425811920678
|