Model classification report
| Top percentile | isl2_precision | isl2_tpr | sar_tpr | sar_fnr | l2_roc_auc | sar_roc_auc |
|---|---|---|---|---|---|---|
| 10 | 0.882558372 | 0.241146 | 0.654776 | 0.3452237 | 0.8248399 | 0.9139197 |
| 20 | 0.784563189 | 0.428719 | 0.833938 | 0.1660621 | 0.8248399 | 0.9139197 |
| 30 | 0.710218201 | 0.582131 | 0.91576 | 0.0842402 | 0.8248399 | 0.9139197 |
| 40 | 0.646002245 | 0.70599 | 0.961104 | 0.0388956 | 0.8248399 | 0.9139197 |
| 50 | 0.590907277 | 0.807219 | 0.984684 | 0.0153164 | 0.8248399 | 0.9139197 |
| 60 | 0.535366807 | 0.877614 | 0.992946 | 0.0070536 | 0.8248399 | 0.9139197 |
| 70 | 0.486400182 | 0.930233 | 0.996977 | 0.003023 | 0.8248399 | 0.9139197 |
| 80 | 0.443762552 | 0.969928 | 0.998992 | 0.0010077 | 0.8248399 | 0.9139197 |
| 90 | 0.404002661 | 0.993402 | 1 | 0 | 0.8248399 | 0.9139197 |
| Top percentile | isl2_precision | isl2_tpr | sar_tpr | sar_fnr | l2_roc_auc | sar_roc_auc |
|---|---|---|---|---|---|---|
| 10 | 0.882558372 | 0.241146 | 0.654776 | 0.3452237 | 0.8248399 | 0.9139197 |
| 20 | 0.784563189 | 0.428719 | 0.833938 | 0.1660621 | 0.8248399 | 0.9139197 |
| 30 | 0.710218201 | 0.582131 | 0.91576 | 0.0842402 | 0.8248399 | 0.9139197 |
| 40 | 0.646002245 | 0.70599 | 0.961104 | 0.0388956 | 0.8248399 | 0.9139197 |
| 50 | 0.590907277 | 0.807219 | 0.984684 | 0.0153164 | 0.8248399 | 0.9139197 |
| 60 | 0.535366807 | 0.877614 | 0.992946 | 0.0070536 | 0.8248399 | 0.9139197 |
| 70 | 0.486400182 | 0.930233 | 0.996977 | 0.003023 | 0.8248399 | 0.9139197 |
| 80 | 0.443762552 | 0.969928 | 0.998992 | 0.0010077 | 0.8248399 | 0.9139197 |
| 90 | 0.404002661 | 0.993402 | 1 | 0 | 0.8248399 | 0.9139197 |
Note(s): ROC AUC of L2 and SAR classes are 0.825 and 0.914, respectively
Source(s): Authors’ own creation/work
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