Classification on pop failures
64.4F1 ScoreEN-SVM
Evaluation Results
| Method | Links | |
|---|---|---|
| EN-SVMkernel=linear, noise=25% feature noise2026.04 | 64.4 | |
| ε-BAEN-SVMNoise Level=0% noise, Kernel=RBF2026.04 | 60.1 | |
| BQ-SVMkernel=linear, noise=25% feature noise2026.04 | 54.1 | |
| Pin-SVMNoise Level=0% noise, Kernel=RBF2026.04 | 52.3 | |
| ε-BAEN SVMkernel=linear, noise=25% feature noise2026.04 | 50.3 | |
| ALS-SVMkernel=linear, noise=25% feature noise2026.04 | 49.5 | |
| BAEN-SVMkernel=linear, noise=25% feature noise2026.04 | 46.3 | |
| ε-BAEN-SVMNoise Level=25% feature noise, Kernel=RBF2026.04 | 43.4 | |
| Pin-SVMkernel=linear, noise=25% feature noise2026.04 | 42.5 | |
| ε-BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 42.4 | |
| BALS-SVMkernel=linear, noise=25% feature noise2026.04 | 36.1 | |
| ε-BAEN-SVMNoise Level=25% label noise, Kernel=RBF2026.04 | 33.2 | |
| Pin-SVMNoise Level=25% feature noise, Kernel=RBF2026.04 | 31.9 | |
| BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 27.2 | |
| BQ-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 26.5 | |
| BALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 26.2 | |
| Pin-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 23.4 | |
| EN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 22.9 | |
| Pin-SVMNoise Level=25% label noise, Kernel=RBF2026.04 | 22.4 | |
| ALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 21.6 |