Research Article

Capped -Norm Proximal Support Vector Machine

Table 18

Classification results on 0 vs 9 data with Gaussian block noise.

DatasetGEPSVML1-GEPSVMIGEPSVMPCCL1-NPSVMLpNPSVMGLpNPSVMCPSVM
AccAccAccAccAccAccAccAcc

Ori99.2498.1698.5796.9887.3299.5099.6699.50 (1)
G1098.6698.3398.4996.8976.6699.2499.5899.50 (0.9)
G2098.8298.1698.4096.8991.0298.9998.1599.41 (0.85)
G3098.3298.1698.3296.8164.8298.7498.2499.16 (0.75)
G4098.3298.0898.4096.8184.0598.1598.3299.16 (0.75)