Summary of Ensemble
Ensemble structure
| Model | Weight |
|---|---|
| 13_LightGBM_SelectedFeatures | 1 |
| 6_LightGBM_SelectedFeatures | 18 |
Metric details
| 0 | 1 | 2 | 3 | 4 | 5 | accuracy | macro avg | weighted avg | logloss | |
|---|---|---|---|---|---|---|---|---|---|---|
| precision | 0.97522 | 0.966581 | 0.971487 | 0.990755 | 0.997806 | 0.997925 | 0.983276 | 0.983296 | 0.983349 | 0.0557461 |
| recall | 0.991064 | 0.962868 | 0.973469 | 0.992284 | 0.994533 | 0.980132 | 0.983276 | 0.982392 | 0.983276 | 0.0557461 |
| f1-score | 0.983078 | 0.964721 | 0.972477 | 0.991519 | 0.996166 | 0.988949 | 0.983276 | 0.982818 | 0.983285 | 0.0557461 |
| support | 2462 | 1562 | 1960 | 1944 | 1829 | 1963 | 0.983276 | 11720 | 11720 | 0.0557461 |
Confusion matrix
| Predicted as 0 | Predicted as 1 | Predicted as 2 | Predicted as 3 | Predicted as 4 | Predicted as 5 | |
|---|---|---|---|---|---|---|
| Labeled as 0 | 2440 | 8 | 2 | 10 | 0 | 2 |
| Labeled as 1 | 2 | 1504 | 53 | 2 | 1 | 0 |
| Labeled as 2 | 7 | 43 | 1908 | 2 | 0 | 0 |
| Labeled as 3 | 12 | 1 | 0 | 1929 | 1 | 1 |
| Labeled as 4 | 5 | 0 | 1 | 3 | 1819 | 1 |
| Labeled as 5 | 36 | 0 | 0 | 1 | 2 | 1924 |
Learning curves
Confusion Matrix
Normalized Confusion Matrix
ROC Curve
Precision Recall Curve
