Classification on Image Segmentation UCI ML repository (test)
3.28Misclassification ErrorMax-margin graph cuts (GC)
Evaluation Results
| Method | Links | |
|---|---|---|
| Max-margin graph cuts (GC)L=10%, Kernel=Linear kernel2026.04 | 3.28 | |
| SVML=10%, Kernel=Linear kernel2026.04 | 3.3 | |
| Max-margin graph cuts (GC)L=10%, Kernel=Cubic kernel2026.04 | 3.6 | |
| SVML=10%, Kernel=Cubic kernel2026.04 | 3.65 | |
| Max-margin graph cuts (GC)L=10%, Kernel=RBF kernel2026.04 | 3.73 | |
| SVML=10%, Kernel=RBF kernel2026.04 | 3.84 | |
| Max-margin graph cuts (GC)L=5%, Kernel=Linear kernel2026.04 | 4.49 | |
| SVML=5%, Kernel=Linear kernel2026.04 | 4.73 | |
| Manifold regularization (MR)L=10%, Kernel=RBF kernel2026.04 | 4.81 | |
| Max-margin graph cuts (GC)L=5%, Kernel=RBF kernel2026.04 | 5.31 | |
| Manifold regularization (MR)L=5%, Kernel=RBF kernel2026.04 | 5.43 | |
| SVML=5%, Kernel=RBF kernel2026.04 | 5.87 | |
| Manifold regularization (MR)L=10%, Kernel=Linear kernel2026.04 | 6.26 | |
| Manifold regularization (MR)L=10%, Kernel=Cubic kernel2026.04 | 6.64 | |
| Max-margin graph cuts (GC)L=5%, Kernel=Cubic kernel2026.04 | 7.17 | |
| Max-margin graph cuts (GC)L=2%, Kernel=RBF kernel2026.04 | 7.34 | |
| Max-margin graph cuts (GC)L=2%, Kernel=Linear kernel2026.04 | 7.69 | |
| Max-margin graph cuts (GC)L=2%, Kernel=Cubic kernel2026.04 | 7.73 | |
| Manifold regularization (MR)L=5%, Kernel=Linear kernel2026.04 | 7.83 | |
| SVML=5%, Kernel=Cubic kernel2026.04 | 8.32 | |
| SVML=2%, Kernel=Linear kernel2026.04 | 8.54 | |
| Manifold regularization (MR)L=5%, Kernel=Cubic kernel2026.04 | 8.79 | |
| Manifold regularization (MR)L=2%, Kernel=RBF kernel2026.04 | 8.93 | |
| SVML=2%, Kernel=RBF kernel2026.04 | 9.06 | |
| Max-margin graph cuts (GC)L=1%, Kernel=RBF kernel2026.04 | 9.51 | |
| Max-margin graph cuts (GC)L=1%, Kernel=Linear kernel2026.04 | 10.27 | |
| Manifold regularization (MR)L=2%, Kernel=Linear kernel2026.04 | 10.87 | |
| Manifold regularization (MR)L=1%, Kernel=RBF kernel2026.04 | 11.6 | |
| Manifold regularization (MR)L=1%, Kernel=Linear kernel2026.04 | 11.81 | |
| Manifold regularization (MR)L=1%, Kernel=Cubic kernel2026.04 | 12.02 | |
| Manifold regularization (MR)L=2%, Kernel=Cubic kernel2026.04 | 13.07 | |
| SVML=1%, Kernel=Linear kernel2026.04 | 14.02 | |
| SVML=1%, Kernel=RBF kernel2026.04 | 14.02 | |
| Max-margin graph cuts (GC)L=1%, Kernel=Cubic kernel2026.04 | 14.1 | |
| SVML=2%, Kernel=Cubic kernel2026.04 | 14.28 | |
| SVML=1%, Kernel=Cubic kernel2026.04 | 23.3 |