|
Default classification report: |
|
precision recall f1-score support |
|
|
|
F 0.7675 0.6800 0.7211 500 |
|
T 0.7127 0.7940 0.7512 500 |
|
|
|
accuracy 0.7370 1000 |
|
macro avg 0.7401 0.7370 0.7361 1000 |
|
weighted avg 0.7401 0.7370 0.7361 1000 |
|
|
|
|
|
ADJ |
|
Accuracy = 0.8 |
|
Weighted Recall = 0.8 |
|
Weighted Precision = 0.8 |
|
Weighted F1 = 0.8 |
|
Macro Recall = 0.784688995215311 |
|
Macro Precision = 0.784688995215311 |
|
Macro F1 = 0.784688995215311 |
|
ADV |
|
Accuracy = 0.4375 |
|
Weighted Recall = 0.4375 |
|
Weighted Precision = 0.45436507936507936 |
|
Weighted F1 = 0.44433198380566796 |
|
Macro Recall = 0.41666666666666663 |
|
Macro Precision = 0.42063492063492064 |
|
Macro F1 = 0.4170040485829959 |
|
NOUN |
|
Accuracy = 0.7371134020618557 |
|
Weighted Recall = 0.7371134020618557 |
|
Weighted Precision = 0.7430375062432769 |
|
Weighted F1 = 0.7363803869023894 |
|
Macro Recall = 0.7390425531914894 |
|
Macro Precision = 0.741737093130282 |
|
Macro F1 = 0.7367021984358136 |
|
VERB |
|
Accuracy = 0.7446236559139785 |
|
Weighted Recall = 0.7446236559139785 |
|
Weighted Precision = 0.746310170214211 |
|
Weighted F1 = 0.7438993285371143 |
|
Macro Recall = 0.7438199323445225 |
|
Macro Precision = 0.7466077903848403 |
|
Macro F1 = 0.7436436835805738 |
|
|