Research Article

Capped -Norm Proximal Support Vector Machine

Table 14

Classification results on 0 vs 6 data with black block noise.

DatasetGEPSVML1-GEPSVMIGEPSVMPCCL1-NPSVMLpNPSVMGLpNPSVMCPSVM
AccAccAccAccAccAccAccAcc

Ori92.0697.5897.7492.1469.0693.0698.4999.00 (0.9)
B1094.9897.1697.6692.6464.7298.7599.0098.91 (0.9)
B2089.9796.7496.8391.6561.9098.3396.9198.25 (0.85)
B3091.8295.5897.6692.2466.6196.9996.7498.08 (0.85)
B4094.1395.2296.9092.7173.7696.996.0698.08 (0.7)

Each bold value is the highest accuracy within each line.