|
Default classification report: |
|
precision recall f1-score support |
|
|
|
F 0.6332 0.5800 0.6054 500 |
|
T 0.6125 0.6640 0.6372 500 |
|
|
|
accuracy 0.6220 1000 |
|
macro avg 0.6229 0.6220 0.6213 1000 |
|
weighted avg 0.6229 0.6220 0.6213 1000 |
|
|
|
|
|
ADJ |
|
Accuracy = 0.5806451612903226 |
|
Weighted Recall = 0.5806451612903226 |
|
Weighted Precision = 0.6020161290322581 |
|
Weighted F1 = 0.5859703020993343 |
|
Macro Recall = 0.5811403508771931 |
|
Macro Precision = 0.5770833333333334 |
|
Macro F1 = 0.5735449735449736 |
|
ADV |
|
Accuracy = 0.65 |
|
Weighted Recall = 0.65 |
|
Weighted Precision = 0.8727272727272727 |
|
Weighted F1 = 0.6826666666666666 |
|
Macro Recall = 0.78125 |
|
Macro Precision = 0.6818181818181819 |
|
Macro F1 = 0.6266666666666667 |
|
NOUN |
|
Accuracy = 0.6191335740072202 |
|
Weighted Recall = 0.6191335740072202 |
|
Weighted Precision = 0.6263953003664677 |
|
Weighted F1 = 0.6160735786288007 |
|
Macro Recall = 0.6214919144496609 |
|
Macro Precision = 0.6255035094100689 |
|
Macro F1 = 0.6168251564410441 |
|
VERB |
|
Accuracy = 0.6318681318681318 |
|
Weighted Recall = 0.6318681318681318 |
|
Weighted Precision = 0.6317504636923874 |
|
Weighted F1 = 0.631790220361649 |
|
Macro Recall = 0.6312862669245648 |
|
Macro Precision = 0.6313974591651543 |
|
Macro F1 = 0.6313227513227514 |
|
|