Classification on Titanic (accuracy)
86AccuracyXGB
Evaluation Results
| Method | Links | |
|---|---|---|
| XGB2026.04 | 86 | |
| ANT2026.04 | 85 | |
| MANN2026.04 | 84 | |
| ε-BAEN SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 78.5 | |
| ε-BAEN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 78.3 | |
| BALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 78.3 | |
| BAEN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 78.3 | |
| EN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 78.2 | |
| ALS-SVMKernel=linear, Noise Level=25% label noise2026.04 | 78.1 | |
| BALS-SVMKernel=linear, Noise Level=25% label noise2026.04 | 78.1 | |
| BAEN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 78.1 | |
| ε-BAEN-SVMKernel=linear, Noise Level=0%2026.04 | 78 | |
| BQ-SVMKernel=linear, Noise Level=25% label noise2026.04 | 78 | |
| ALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 78 | |
| EN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 77.9 | |
| ALS-SVMKernel=linear, Noise Level=0%2026.04 | 77.8 | |
| BALS-SVMKernel=linear, Noise Level=0%2026.04 | 77.8 | |
| BAEN-SVMKernel=linear, Noise Level=0%2026.04 | 77.8 | |
| BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 77.8 | |
| ε-BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 77.8 | |
| EN-SVMKernel=linear, Noise Level=0%2026.04 | 77.7 | |
| ALS-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 77.7 | |
| BQ-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 77.7 | |
| BALS-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 77.7 | |
| BQ-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 77.7 | |
| Pin-SVMKernel=linear, Noise Level=0%2026.04 | 77.6 | |
| BQ-SVMKernel=linear, Noise Level=0%2026.04 | 77.6 | |
| Pin-SVMKernel=linear, Noise Level=25% label noise2026.04 | 77.6 | |
| Pin-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 77.6 | |
| EN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 77.6 | |
| Pin-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 77.5 |