Binary Classification on sonar 25% label noise
83.8Mean F1-ScoreBAEN-SVM
Evaluation Results
| Method | Links | |
|---|---|---|
| BAEN-SVMKernel type=RBF kernel, Noise level=25% label noise2026.03 | 83.8 | |
| EN-SVMKernel type=RBF kernel, Noise level=25% label noise2026.03 | 83.5 | |
| BALS-SVMKernel type=RBF kernel, Noise level=25% label noise2026.03 | 83.4 | |
| BQ-SVMKernel type=RBF kernel, Noise level=25% label noise2026.03 | 82.3 | |
| Hinge-SVMKernel type=RBF kernel, Noise level=25% label noise2026.03 | 81.7 | |
| Pin-SVMKernel type=RBF kernel, Noise level=25% label noise2026.03 | 81.7 | |
| ALS-SVMKernel type=RBF kernel, Noise level=25% label noise2026.03 | 81 | |
| BAEN-SVMKernel=RBF, Noise Type=25% label noise2026.04 | 0.838 | |
| EN-SVMKernel=RBF, Noise Type=25% label noise2026.04 | 0.835 | |
| ε-BAEN-SVMKernel=RBF, Noise Type=25% label noise2026.04 | 0.835 | |
| BALS-SVMKernel=RBF, Noise Type=25% label noise2026.04 | 0.834 | |
| BQ-SVMKernel=RBF, Noise Type=25% label noise2026.04 | 0.823 | |
| Pin-SVMKernel=RBF, Noise Type=25% label noise2026.04 | 0.817 | |
| ALS-SVMKernel=RBF, Noise Type=25% label noise2026.04 | 0.81 |