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ResearchFormerly WizWand

Classification on Letter Recognition UCI (test)

2.96Misclassification Error RateMax-margin graph cuts (GC)
1.84089.395416.9524.5046Apr 29, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Max-margin graph cuts (GC)L=10%, Kernel=Cubic kernel2026.042.96
Max-margin graph cuts (GC)L=10%, Kernel=RBF kernel2026.043.32
Max-margin graph cuts (GC)L=10%, Kernel=Linear kernel2026.043.96
SVML=10%, Kernel=Cubic kernel2026.044.17
Max-margin graph cuts (GC)L=5%, Kernel=Cubic kernel2026.044.8
SVML=10%, Kernel=RBF kernel2026.044.95
SVML=5%, Kernel=Cubic kernel2026.045.49
Max-margin graph cuts (GC)L=5%, Kernel=Linear kernel2026.045.65
Max-margin graph cuts (GC)L=5%, Kernel=RBF kernel2026.045.65
Manifold regularization (MR)L=10%, Kernel=RBF kernel2026.046.14
SVML=10%, Kernel=Linear kernel2026.046.51
SVML=5%, Kernel=RBF kernel2026.046.81
Manifold regularization (MR)L=5%, Kernel=RBF kernel2026.048.06
SVML=5%, Kernel=Linear kernel2026.048.21
Max-margin graph cuts (GC)L=2%, Kernel=Linear kernel2026.0410.79
Max-margin graph cuts (GC)L=2%, Kernel=Cubic kernel2026.0410.9
Max-margin graph cuts (GC)L=2%, Kernel=RBF kernel2026.0411.83
SVML=2%, Kernel=Cubic kernel2026.0412.18
SVML=2%, Kernel=Linear kernel2026.0412.92
Manifold regularization (MR)L=2%, Kernel=RBF kernel2026.0413.1
SVML=2%, Kernel=RBF kernel2026.0413.52
Manifold regularization (MR)L=10%, Kernel=Cubic kernel2026.0414.03
Max-margin graph cuts (GC)L=1%, Kernel=Linear kernel2026.0415.79
Max-margin graph cuts (GC)L=1%, Kernel=RBF kernel2026.0416.01
Max-margin graph cuts (GC)L=1%, Kernel=Cubic kernel2026.0417.45
Manifold regularization (MR)L=1%, Kernel=RBF kernel2026.0417.61
Manifold regularization (MR)L=2%, Kernel=Cubic kernel2026.0418.34
Manifold regularization (MR)L=5%, Kernel=Cubic kernel2026.0418.77
SVML=1%, Kernel=Linear kernel2026.0418.9
SVML=1%, Kernel=RBF kernel2026.0420.06
SVML=1%, Kernel=Cubic kernel2026.0420.54
Manifold regularization (MR)L=10%, Kernel=Linear kernel2026.0425.45
Manifold regularization (MR)L=1%, Kernel=Cubic kernel2026.0425.96
Manifold regularization (MR)L=5%, Kernel=Linear kernel2026.0427.13
Manifold regularization (MR)L=2%, Kernel=Linear kernel2026.0428.45
Manifold regularization (MR)L=1%, Kernel=Linear kernel2026.0430.94