Binary Classification on pima
96.15F1-scoreIMOVNO+
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IMOVNO+Evaluation protocol=5-fold cross-validation2026.02 | 96.15 | — | 97.42 | 95.02 | 96.17 | |
| BAEN-SVMKernel=linear, Noise Level=0%2026.03 | 84.2 | — | — | — | — | |
| BAEN-SVMKernel=RBF, Noise Level=0%2026.03 | 84.1 | — | — | — | — | |
| BQ-SVMNoise=25% label noise, Kernel=linear2026.03 | 84.1 | — | — | — | — | |
| BAEN-SVMNoise=25% label noise, Kernel=linear2026.03 | 84 | — | — | — | — | |
| BALS-SVMNoise=25% label noise, Kernel=linear2026.03 | 83.9 | — | — | — | — | |
| EN-SVMKernel=linear, Noise Level=0%2026.03 | 83.8 | — | — | — | — | |
| BQ-SVMKernel=linear, Noise Level=0%2026.03 | 83.8 | — | — | — | — | |
| EN-SVMNoise=25% label noise, Kernel=linear2026.03 | 83.8 | — | — | — | — | |
| EN-SVMKernel=RBF, Noise Level=0%2026.03 | 83.7 | — | — | — | — | |
| BQ-SVMKernel=RBF, Noise Level=0%2026.03 | 83.7 | — | — | — | — | |
| BALS-SVMKernel=RBF, Noise Level=0%2026.03 | 83.7 | — | — | — | — | |
| Pin-SVMNoise=25% label noise, Kernel=linear2026.03 | 83.7 | — | — | — | — | |
| Hinge-SVMKernel=RBF, Noise Level=0%2026.03 | 83.6 | — | — | — | — | |
| Pin-SVMKernel=RBF, Noise Level=0%2026.03 | 83.6 | — | — | — | — | |
| BALS-SVMKernel=linear, Noise Level=0%2026.03 | 83.6 | — | — | — | — | |
| ALS-SVMKernel=RBF, Noise Level=0%2026.03 | 83.5 | — | — | — | — | |
| Pin-SVMKernel=linear, Noise Level=0%2026.03 | 83.5 | — | — | — | — | |
| Hinge-SVMNoise=25% label noise, Kernel=linear2026.03 | 83.5 | — | — | — | — | |
| Hinge-SVMKernel=linear, Noise Level=0%2026.03 | 83 | — | — | — | — | |
| ALS-SVMNoise=25% label noise, Kernel=linear2026.03 | 83 | — | — | — | — | |
| ALS-SVMKernel=linear, Noise Level=0%2026.03 | 82.9 | — | — | — | — | |
| SIMPORvalidation=5-fold cross-validation2026.02 | 77.7 | — | 77.6 | 77.8 | — | |
| UBMDvalidation=5-fold cross-validation2026.02 | 70.37 | — | — | 83.2 | 77.26 | |
| MLCC-IBCEvaluation protocol=5-fold cross-validation2026.02 | 69.94 | — | — | — | 75.53 | |
| LR-DC-GlowEvaluation protocol=5-fold cross-validation2026.02 | 67.88 | — | — | — | 75.22 | |
| DT-BoostingEvaluation protocol=5-fold cross-validation2026.02 | 60.92 | — | 66.66 | 56.7 | 69.02 | |
| ALS-SVMKernel=RBF, Noise level=0%2026.03 | — | 76.8 | — | — | — | |
| ALS-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 76.6 | — | — | — | |
| ALS-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 77.1 | — | — | — | |
| BAEN-SVMKernel=RBF, Noise level=0%2026.03 | — | 77.2 | — | — | — | |
| BAEN-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 76.8 | — | — | — | |
| BAEN-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 76.9 | — | — | — | |
| BALS-SVMKernel=RBF, Noise level=0%2026.03 | — | 76.9 | — | — | — | |
| BALS-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 76.7 | — | — | — | |
| BALS-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 77.1 | — | — | — | |
| BQ-SVMKernel=RBF, Noise level=0%2026.03 | — | 77.2 | — | — | — | |
| BQ-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 76.7 | — | — | — | |
| BQ-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 76.8 | — | — | — | |
| EN-SVMKernel=RBF, Noise level=0%2026.03 | — | 77 | — | — | — | |
| EN-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 76.7 | — | — | — | |
| EN-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 77.1 | — | — | — | |
| Hinge-SVMKernel=RBF, Noise level=0%2026.03 | — | 76.8 | — | — | — | |
| Hinge-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 76.3 | — | — | — | |
| Hinge-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 76.7 | — | — | — | |
| Pin-SVMKernel=RBF, Noise level=0%2026.03 | — | 76.7 | — | — | — | |
| Pin-SVMKernel=RBF, Noise level=25% label noise2026.03 | — | 76.2 | — | — | — | |
| Pin-SVMKernel=RBF, Noise level=25% feature noise2026.03 | — | 76.7 | — | — | — |