Binary Classification on saheart
82.3F1-scoreBQ-SVM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BQ-SVMKernel=RBF, Noise Level=0%2026.03 | 82.3 | — | |
| BAEN-SVMKernel=RBF, Noise Level=0%2026.03 | 82.1 | — | |
| BALS-SVMKernel=RBF, Noise Level=0%2026.03 | 81.9 | — | |
| ALS-SVMKernel=RBF, Noise Level=0%2026.03 | 81.7 | — | |
| EN-SVMKernel=RBF, Noise Level=0%2026.03 | 81.7 | — | |
| Hinge-SVMKernel=RBF, Noise Level=0%2026.03 | 81.5 | — | |
| Pin-SVMKernel=RBF, Noise Level=0%2026.03 | 81.5 | — | |
| BAEN-SVMKernel=linear, Noise Level=0%2026.03 | 0.823 | — | |
| BALS-SVMKernel=linear, Noise Level=0%2026.03 | 0.821 | — | |
| Pin-SVMKernel=linear, Noise Level=0%2026.03 | 0.816 | — | |
| ALS-SVMKernel=linear, Noise Level=0%2026.03 | 0.815 | — | |
| EN-SVMKernel=linear, Noise Level=0%2026.03 | 0.815 | — | |
| BQ-SVMKernel=linear, Noise Level=0%2026.03 | 0.814 | — | |
| Hinge-SVMKernel=linear, Noise Level=0%2026.03 | 0.811 | — | |
| BAEN-SVMNoise=25% label noise, Kernel=linear2026.03 | 0.81 | — | |
| BQ-SVMNoise=25% label noise, Kernel=linear2026.03 | 0.809 | — | |
| BALS-SVMNoise=25% label noise, Kernel=linear2026.03 | 0.809 | — | |
| Pin-SVMNoise=25% label noise, Kernel=linear2026.03 | 0.805 | — | |
| EN-SVMNoise=25% label noise, Kernel=linear2026.03 | 0.805 | — | |
| Hinge-SVMNoise=25% label noise, Kernel=linear2026.03 | 0.802 | — | |
| ALS-SVMNoise=25% label noise, Kernel=linear2026.03 | 0.792 | — | |
| ALS-SVMKernel=RBF, Noise level=0%2026.03 | — | 74 | |
| ALS-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 72.3 | |
| ALS-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 73.4 | |
| BAEN-SVMKernel=RBF, Noise level=0%2026.03 | — | 74.5 | |
| BAEN-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 74.3 | |
| BAEN-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 74 | |
| BALS-SVMKernel=RBF, Noise level=0%2026.03 | — | 74.3 | |
| BALS-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 73.6 | |
| BALS-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 73.6 | |
| BQ-SVMKernel=RBF, Noise level=0%2026.03 | — | 74.3 | |
| BQ-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 73.8 | |
| BQ-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 74.5 | |
| EN-SVMKernel=RBF, Noise level=0%2026.03 | — | 74.3 | |
| EN-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 72.3 | |
| EN-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 74.9 | |
| Hinge-SVMKernel=RBF, Noise level=0%2026.03 | — | 72.7 | |
| Hinge-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 71.9 | |
| Hinge-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 73 | |
| Pin-SVMKernel=RBF, Noise level=0%2026.03 | — | 73.4 | |
| Pin-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 72.1 | |
| Pin-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 73.6 |