Classification on pop failures (Accuracy)
96.5Accuracy (pop failures)ALS-SVM
Evaluation Results
| Method | Links | |
|---|---|---|
| ALS-SVMKernel=linear, Noise Level=0%2026.04 | 96.5 | |
| EN-SVMKernel=linear, Noise Level=0%2026.04 | 96.5 | |
| BQ-SVMKernel=linear, Noise Level=0%2026.04 | 96.1 | |
| BAEN-SVMKernel=linear, Noise Level=0%2026.04 | 95.2 | |
| EN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 95 | |
| Pin-SVMKernel=linear, Noise Level=0%2026.04 | 94.4 | |
| ε-BAEN-SVMKernel=linear, Noise Level=0%2026.04 | 94.4 | |
| BQ-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 94.4 | |
| ALS-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 94.1 | |
| BALS-SVMKernel=linear, Noise Level=0%2026.04 | 93.7 | |
| ε-BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 93.1 | |
| BALS-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 93 | |
| Pin-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 92.6 | |
| BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 92.6 | |
| ε-BAEN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 92.2 | |
| BALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 92 | |
| BAEN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 92 | |
| ε-BAEN SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 92 | |
| EN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 91.9 | |
| BALS-SVMKernel=linear, Noise Level=25% label noise2026.04 | 91.9 | |
| BAEN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 91.9 | |
| ALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 91.9 | |
| EN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 91.9 | |
| Pin-SVMKernel=linear, Noise Level=25% label noise2026.04 | 91.5 | |
| BQ-SVMKernel=linear, Noise Level=25% label noise2026.04 | 91.5 | |
| Pin-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 91.5 | |
| BQ-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 91.5 | |
| ALS-SVMKernel=linear, Noise Level=25% label noise2026.04 | 90.9 |