Classification on knowledge (accuracy)
99AccuracyEN-SVM
Evaluation Results
| Method | Links | |
|---|---|---|
| EN-SVMKernel=linear, Noise Level=0%2026.04 | 99 | |
| BQ-SVMKernel=linear, Noise Level=0%2026.04 | 98.8 | |
| ε-BAEN-SVMKernel=linear, Noise Level=0%2026.04 | 98.8 | |
| ALS-SVMKernel=linear, Noise Level=0%2026.04 | 98.3 | |
| BAEN-SVMKernel=linear, Noise Level=0%2026.04 | 98 | |
| EN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 98 | |
| ε-BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 97.5 | |
| ALS-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 97.3 | |
| BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 97 | |
| Pin-SVMKernel=linear, Noise Level=0%2026.04 | 96.8 | |
| BALS-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 96.5 | |
| BALS-SVMKernel=linear, Noise Level=0%2026.04 | 96.3 | |
| ε-BAEN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 96.3 | |
| Pin-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 96.3 | |
| BQ-SVMKernel=linear, Noise Level=25% feature noise2026.04 | 96.3 | |
| BAEN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 95.8 | |
| ε-BAEN SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 95.8 | |
| BQ-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 95.5 | |
| BQ-SVMKernel=linear, Noise Level=25% label noise2026.04 | 95 | |
| EN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 95 | |
| BALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 94.8 | |
| BAEN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 94.5 | |
| ALS-SVMKernel=linear, Noise Level=25% label noise2026.04 | 94.3 | |
| Pin-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 94.3 | |
| EN-SVMKernel=linear, Noise Level=25% label noise2026.04 | 94 | |
| ALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.04 | 94 | |
| BALS-SVMKernel=linear, Noise Level=25% label noise2026.04 | 93.5 | |
| Pin-SVMKernel=linear, Noise Level=25% label noise2026.04 | 93.3 |