Classification on knowledge
98.2F1-scoreEN-SVM
Evaluation Results
| Method | Links | |
|---|---|---|
| EN-SVMkernel=linear, noise=25% feature noise2026.04 | 98.2 | |
| ε-BAEN SVMkernel=linear, noise=25% feature noise2026.04 | 97.8 | |
| ALS-SVMkernel=linear, noise=25% feature noise2026.04 | 97.3 | |
| BAEN-SVMkernel=linear, noise=25% feature noise2026.04 | 97.2 | |
| BALS-SVMkernel=linear, noise=25% feature noise2026.04 | 96.5 | |
| ε-BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 96.4 | |
| Pin-SVMkernel=linear, noise=25% feature noise2026.04 | 96.4 | |
| BQ-SVMkernel=linear, noise=25% feature noise2026.04 | 96.3 | |
| BQ-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 94.9 | |
| ALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 94.6 | |
| EN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 94.6 | |
| BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 94.4 | |
| BALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 93.6 | |
| Pin-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.04 | 93.2 |