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Classification on Image Segmentation UCI ML repository (test)

3.28Misclassification ErrorMax-margin graph cuts (GC)
2.47927.884613.2918.6954Apr 29, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Max-margin graph cuts (GC)L=10%, Kernel=Linear kernel2026.043.28
SVML=10%, Kernel=Linear kernel2026.043.3
Max-margin graph cuts (GC)L=10%, Kernel=Cubic kernel2026.043.6
SVML=10%, Kernel=Cubic kernel2026.043.65
Max-margin graph cuts (GC)L=10%, Kernel=RBF kernel2026.043.73
SVML=10%, Kernel=RBF kernel2026.043.84
Max-margin graph cuts (GC)L=5%, Kernel=Linear kernel2026.044.49
SVML=5%, Kernel=Linear kernel2026.044.73
Manifold regularization (MR)L=10%, Kernel=RBF kernel2026.044.81
Max-margin graph cuts (GC)L=5%, Kernel=RBF kernel2026.045.31
Manifold regularization (MR)L=5%, Kernel=RBF kernel2026.045.43
SVML=5%, Kernel=RBF kernel2026.045.87
Manifold regularization (MR)L=10%, Kernel=Linear kernel2026.046.26
Manifold regularization (MR)L=10%, Kernel=Cubic kernel2026.046.64
Max-margin graph cuts (GC)L=5%, Kernel=Cubic kernel2026.047.17
Max-margin graph cuts (GC)L=2%, Kernel=RBF kernel2026.047.34
Max-margin graph cuts (GC)L=2%, Kernel=Linear kernel2026.047.69
Max-margin graph cuts (GC)L=2%, Kernel=Cubic kernel2026.047.73
Manifold regularization (MR)L=5%, Kernel=Linear kernel2026.047.83
SVML=5%, Kernel=Cubic kernel2026.048.32
SVML=2%, Kernel=Linear kernel2026.048.54
Manifold regularization (MR)L=5%, Kernel=Cubic kernel2026.048.79
Manifold regularization (MR)L=2%, Kernel=RBF kernel2026.048.93
SVML=2%, Kernel=RBF kernel2026.049.06
Max-margin graph cuts (GC)L=1%, Kernel=RBF kernel2026.049.51
Max-margin graph cuts (GC)L=1%, Kernel=Linear kernel2026.0410.27
Manifold regularization (MR)L=2%, Kernel=Linear kernel2026.0410.87
Manifold regularization (MR)L=1%, Kernel=RBF kernel2026.0411.6
Manifold regularization (MR)L=1%, Kernel=Linear kernel2026.0411.81
Manifold regularization (MR)L=1%, Kernel=Cubic kernel2026.0412.02
Manifold regularization (MR)L=2%, Kernel=Cubic kernel2026.0413.07
SVML=1%, Kernel=Linear kernel2026.0414.02
SVML=1%, Kernel=RBF kernel2026.0414.02
Max-margin graph cuts (GC)L=1%, Kernel=Cubic kernel2026.0414.1
SVML=2%, Kernel=Cubic kernel2026.0414.28
SVML=1%, Kernel=Cubic kernel2026.0423.3