Classification performance (averaged over multiple runs) on test data for GBT classifier
| Accuracy . | GBT using all features . | GBT using top 30 features . | Bagging on GBT using top 30 features . |
|---|---|---|---|
| Overall | 93.5% | 93.8% | 95.6% |
| Leaks | 96.5% | 96.5% | 97.5% |
| No-Leaks | 79.4% | 81.0% | 86.2% |
| False Positive Rate | 21.6% | 19.0% | 13.8% |
| Accuracy . | GBT using all features . | GBT using top 30 features . | Bagging on GBT using top 30 features . |
|---|---|---|---|
| Overall | 93.5% | 93.8% | 95.6% |
| Leaks | 96.5% | 96.5% | 97.5% |
| No-Leaks | 79.4% | 81.0% | 86.2% |
| False Positive Rate | 21.6% | 19.0% | 13.8% |