Classification on Monk
97.2AccuracyBQ-SVM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BQ-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 97.2 | — | |
| BAEN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 97.2 | — | |
| ε-BAEN SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 97.2 | — | |
| BALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 97 | — | |
| Pin-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 94.4 | — | |
| EN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 94.2 | — | |
| ALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 92.1 | — | |
| BQ-SVMKernel=linear, Noise Level=0%2026.04 | 88.9 | — | |
| EN-SVMKernel=linear, Noise Level=0%2026.04 | 86.3 | — | |
| ε-BAEN-SVMKernel=linear, Noise Level=0%2026.04 | 85.8 | — | |
| BALS-SVMKernel=linear, Noise Level=0%2026.04 | 85.6 | — | |
| BAEN-SVMKernel=linear, Noise Level=0%2026.04 | 85.4 | — | |
| BALS-SVMKernel=linear, Noise Level=25% label noise2026.04 | 85.1 | — | |
| ε-BAEN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 84.2 | — | |
| Pin-SVMKernel=linear, Noise Level=0%2026.04 | 84 | — | |
| BQ-SVMKernel=linear, Noise Level=25% label noise2026.04 | 83.5 | — | |
| BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 83.3 | — | |
| ε-BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 83.3 | — | |
| BQ-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 82.8 | — | |
| BALS-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 82.8 | — | |
| Pin-SVMKernel=linear, Noise Level=25% label noise2026.04 | 82.6 | — | |
| BAEN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 82.6 | — | |
| ALS-SVMKernel=linear, Noise Level=25% label noise2026.04 | 80.7 | — | |
| EN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 80.7 | — | |
| EN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 80.5 | — | |
| ALS-SVMKernel=linear, Noise Level=0%2026.04 | 80.3 | — | |
| Pin-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 80.3 | — | |
| ALS-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 80.3 | — | |
| Best RBModel=Best RB2026.03 | 61.6 | 32 | |
| Best RTModel=Best RT2026.03 | 55.3 | 32 | |
| Best RAModel=Best RA2026.03 | 54.4 | 32 | |
| BaselineModel=Baseline2026.03 | 50 | 45 |