Classification on blood (F1-score)
87.4F1-scoreε-BAEN-SVM
Evaluation Results
| Method | Links | |
|---|---|---|
| ε-BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 87.4 | |
| ε-BAEN SVMkernel=linear, noise=25% feature noise2026.04 | 87.2 | |
| BALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 87.1 | |
| ALS-SVMkernel=linear, noise=25% feature noise2026.04 | 87.1 | |
| BALS-SVMkernel=linear, noise=25% feature noise2026.04 | 87.1 | |
| BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 87 | |
| EN-SVMkernel=linear, noise=25% feature noise2026.04 | 87 | |
| BAEN-SVMkernel=linear, noise=25% feature noise2026.04 | 87 | |
| Pin-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 86.9 | |
| ALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 86.9 | |
| EN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 86.9 | |
| BQ-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 86.9 | |
| Pin-SVMkernel=linear, noise=25% feature noise2026.04 | 86.7 | |
| BQ-SVMkernel=linear, noise=25% feature noise2026.04 | 86.7 |