File size: 1,312 Bytes
a65ec8f |
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 0.8643 0.8920 0.8780 500
T 0.8884 0.8600 0.8740 500
accuracy 0.8760 1000
macro avg 0.8764 0.8760 0.8760 1000
weighted avg 0.8764 0.8760 0.8760 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 = 0.8333333333333334
Weighted Recall = 0.8333333333333334
Weighted Precision = 0.8412698412698413
Weighted F1 = 0.827838827838828
Macro Recall = 0.8055555555555556
Macro Precision = 0.8492063492063492
Macro F1 = 0.8168498168498168
NOUN
Accuracy = 0.8674242424242424
Weighted Recall = 0.8674242424242424
Weighted Precision = 0.8681623467839614
Weighted F1 = 0.8673442938002072
Macro Recall = 0.8673362508070881
Macro Precision = 0.8682238554806047
Macro F1 = 0.8673309690295347
VERB
Accuracy = 0.8959731543624161
Weighted Recall = 0.8959731543624161
Weighted Precision = 0.896133741888969
Weighted F1 = 0.8959626105073482
Macro Recall = 0.8959731543624161
Macro Precision = 0.896133741888969
Macro F1 = 0.8959626105073484
|