Table 2: Comparisons between CGPGA-SVM and GA-SVM.

DatasetCGPGA-SVMGA-SVM

Ionosphere 98.85 ± 2.0198.03 ± 2.64
Breast cancer98.53 ± 1.1698.39 ± 1.75
Australia90.13 ± 2.3987.10 ± 2.64
Diabetes81.76 ± 3.3779.04 ± 2.44
Vehicle86.05 ± 3.5483.69 ± 2.64
Vowel99.29 ± 0.6898.58 ± 1.44
Car99.83 ± 0.3999.36 ± 0.51
Splice92.66 ± 1.4389.07 ± 1.81
DNA96.79 ± 1.3195.83 ± 1.01
WaveForm87.81 ± 1.6082.60 ± 2.56
Svmguide196.66 ± 0.7696.69 ± 0.98
Mushrooms100.0 ± 0.0099.96 ± 0.06