Binary Classification on fertility
94.6F1-scoreBAEN-SVM
Evaluation Results
| Method | Links | |
|---|---|---|
| BAEN-SVMKernel=RBF, Noise Level=0%2026.03 | 94.6 | |
| ALS-SVMKernel=RBF, Noise Level=0%2026.03 | 94.1 | |
| EN-SVMKernel=RBF, Noise Level=0%2026.03 | 94.1 | |
| BALS-SVMKernel=RBF, Noise Level=0%2026.03 | 94.1 | |
| BAEN-SVMKernel=linear, Noise Level=0%2026.03 | 94.1 | |
| BQ-SVMNoise=25% label noise, Kernel=linear2026.03 | 94.1 | |
| BAEN-SVMNoise=25% label noise, Kernel=linear2026.03 | 94.1 | |
| BQ-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 94.1 | |
| BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 94.1 | |
| ε-BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 94.1 | |
| BQ-SVMkernel=linear, noise=25% feature noise2026.04 | 94.1 | |
| BAEN-SVMkernel=linear, noise=25% feature noise2026.04 | 94.1 | |
| ε-BAEN SVMkernel=linear, noise=25% feature noise2026.04 | 94.1 | |
| Hinge-SVMKernel=RBF, Noise Level=0%2026.03 | 93.6 | |
| Pin-SVMKernel=RBF, Noise Level=0%2026.03 | 93.6 | |
| BQ-SVMKernel=RBF, Noise Level=0%2026.03 | 93.6 | |
| Hinge-SVMKernel=linear, Noise Level=0%2026.03 | 93.6 | |
| Pin-SVMKernel=linear, Noise Level=0%2026.03 | 93.6 | |
| EN-SVMKernel=linear, Noise Level=0%2026.03 | 93.6 | |
| BQ-SVMKernel=linear, Noise Level=0%2026.03 | 93.6 | |
| BALS-SVMKernel=linear, Noise Level=0%2026.03 | 93.6 | |
| BALS-SVMNoise=25% label noise, Kernel=linear2026.03 | 93.6 | |
| BALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 93.6 | |
| Pin-SVMkernel=linear, noise=25% feature noise2026.04 | 93.6 | |
| ALS-SVMkernel=linear, noise=25% feature noise2026.04 | 93.6 | |
| EN-SVMkernel=linear, noise=25% feature noise2026.04 | 93.6 | |
| BALS-SVMkernel=linear, noise=25% feature noise2026.04 | 93.6 | |
| ALS-SVMKernel=linear, Noise Level=0%2026.03 | 93 | |
| EN-SVMNoise=25% label noise, Kernel=linear2026.03 | 90.2 | |
| EN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 90.2 | |
| Hinge-SVMNoise=25% label noise, Kernel=linear2026.03 | 89.5 | |
| Pin-SVMNoise=25% label noise, Kernel=linear2026.03 | 88.8 | |
| Pin-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 88.8 | |
| ALS-SVMNoise=25% label noise, Kernel=linear2026.03 | 88.4 | |
| ALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 88.4 |