Research Article

Capped -Norm Proximal Support Vector Machine

Table 16

Classification results on 6 vs 9 data with black block noise.

DatasetGEPSVML1-GEPSVMIGEPSVMPCCL1-NPSVMLpNPSVMGLpNPSVMCPSVM
AccAccAccAccAccAccAccAcc

Ori92.6994.1597.2182.0565.2998.0198.2798.01 (0.95)
B1092.1593.9397.6178.1986.8497.8797.2198.54 (0.85)
B2084.7493.4396.4578.9581.9795.9296.8497.24 (0.85)
B3093.0493.2797.1176.7790.4296.0696.7297.24 (0.7)
B4093.4793.0496.4879.7766.8495.3096.3497.24 (0.7)

Each bold value is the highest accuracy within each line.