Classification on Monk (test)
100AccuracyEN-SVM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| EN-SVMKernel=RBF, Noise Level=0%2026.04 | 100 | — | — | — | — | — | — | — | |
| BQ-SVMKernel=RBF, Noise Level=0%2026.04 | 100 | — | — | — | — | — | — | — | |
| ε-BAEN-SVMKernel=RBF, Noise Level=0%2026.04 | 99.5 | — | — | — | — | — | — | — | |
| BAEN-SVMKernel=RBF, Noise Level=0%2026.04 | 98.1 | — | — | — | — | — | — | — | |
| Pin-SVMKernel=RBF, Noise Level=0%2026.04 | 97.9 | — | — | — | — | — | — | — | |
| ALS-SVMKernel=RBF, Noise Level=0%2026.04 | 97.9 | — | — | — | — | — | — | — | |
| BALS-SVMKernel=RBF, Noise Level=0%2026.04 | 97.5 | — | — | — | — | — | — | — | |
| BALS-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 85.1 | — | — | — | — | — | — | — | |
| ε-BAEN-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 84.2 | — | — | — | — | — | — | — | |
| BQ-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 83.5 | — | — | — | — | — | — | — | |
| Pin-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 82.6 | — | — | — | — | — | — | — | |
| BAEN-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 82.6 | — | — | — | — | — | — | — | |
| ALS-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 80.7 | — | — | — | — | — | — | — | |
| EN-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 80.5 | — | — | — | — | — | — | — | |
| Best RAModel=Best RA2026.03 | 70.5 | — | — | — | — | — | — | 0.16 | |
| Tab-PE2026.06 | 64.84 | — | — | — | — | — | — | — | |
| AIM2026.06 | 61.54 | — | — | — | — | — | — | — | |
| BaselineModel=Baseline2026.03 | 58.9 | — | — | — | — | — | — | 0.11 | |
| Best RTModel=Best RT2026.03 | 58 | — | — | — | — | — | — | 0.1 | |
| Best RBModel=Best RB2026.03 | 58 | — | — | — | — | — | — | 0.1 | |
| Best RBModel=Best RB2026.03 | 52.6 | — | — | — | — | — | — | 2 | |
| Best RAModel=Best RA2026.03 | 51.7 | — | — | — | — | — | — | 2 | |
| Best RTModel=Best RT2026.03 | 50.1 | — | — | — | — | — | — | 2 | |
| BaselineModel=Baseline2026.03 | 41 | — | — | — | — | — | — | 2 | |
| BaselineModel=Baseline2026.03 | — | 68.7 | 20 | 71.4 | 1,344 | 52.6 | 3 | — | |
| Best R_AModel=Best R_A2026.03 | — | 79.4 | 15 | 78.5 | 708 | 57.1 | 2 | — | |
| Best R_BModel=Best R_B2026.03 | — | 60.7 | 15 | 78.5 | 708 | 55.3 | 2 | — | |
| Best R_TModel=Best R_T2026.03 | — | 79.4 | 15 | 79.4 | 701 | 57.1 | 2 | — |