Classification on australian (F1-score)
94.7F1 Scoreε-BAEN-SVM
Evaluation Results
| Method | Links | |
|---|---|---|
| ε-BAEN-SVMNoise Level=25% label noise, Kernel=RBF2026.04 | 94.7 | |
| ε-BAEN-SVMNoise Level=25% feature noise, Kernel=RBF2026.04 | 94.3 | |
| Pin-SVMNoise Level=25% label noise, Kernel=RBF2026.04 | 93.5 | |
| Pin-SVMNoise Level=25% feature noise, Kernel=RBF2026.04 | 92.6 | |
| BALS-SVMkernel=linear, noise=25% feature noise2026.04 | 88.9 | |
| BQ-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 88.8 | |
| ALS-SVMkernel=linear, noise=25% feature noise2026.04 | 88.8 | |
| BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 88.7 | |
| EN-SVMkernel=linear, noise=25% feature noise2026.04 | 88.7 | |
| BAEN-SVMkernel=linear, noise=25% feature noise2026.04 | 88.7 | |
| BQ-SVMkernel=linear, noise=25% feature noise2026.04 | 88.6 | |
| ALS-SVMNoise Level=0% noise, Kernel=RBF2026.04 | 88.6 | |
| BAEN-SVMNoise Level=0% noise, Kernel=RBF2026.04 | 88.6 | |
| EN-SVMNoise Level=0% noise, Kernel=RBF2026.04 | 88.5 | |
| BALS-SVMNoise Level=0% noise, Kernel=RBF2026.04 | 88.5 | |
| BALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 88.4 | |
| ε-BAEN SVMkernel=linear, noise=25% feature noise2026.04 | 88.4 | |
| BQ-SVMNoise Level=0% noise, Kernel=RBF2026.04 | 88.4 | |
| ε-BAEN-SVMNoise Level=0% noise, Kernel=RBF2026.04 | 88.4 | |
| Pin-SVMNoise Level=0% noise, Kernel=RBF2026.04 | 88.2 | |
| ALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 87.4 | |
| Pin-SVMkernel=linear, noise=25% feature noise2026.04 | 87.4 | |
| Pin-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 86.8 | |
| EN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 86.6 | |
| ε-BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 86.6 |