Skip to main content
. 2013 May 31;14:170. doi: 10.1186/1471-2105-14-170

Table 7.

Classification accuracy and AUC for group 2

Feature selection 3-input
 4-input
 5-input
 6-input
 7-input
% AUC % AUC % AUC % AUC % AUC
ANFIS
  
  
  
  
  
  
  
  
  
  
 GA
 74.76
 0.74
 67.62
 0.70
 41.90
 0.40
 58.57
 0.58
 35.71
 0.36
 CC
 58.10
 0.48
 58.10
 0.52
 51.90
 0.48
 48.57
 0.46
 61.90
 0.59
 ReliefF
 54.29
 0.47
 44.29
 0.38
 48.10
 0.53
 67.14
 0.62
 67.14
 0.62
 CC-GA
 74.76
 0.70
 70.48
 0.71
 54.76
 0.57
 61.43
 0.61
 64.29
 0.65
 ReliefF-GA
 93.81
 0.90
 93.81
 0.90
 65.71
 0.63
 64.76
 0.62
 68.10
 0.67
ANN
  
  
  
  
  
  
  
  
  
  
 GA
 45.14
 0.50
 51.48
 0.55
 45.81
 0.49
 46.14
 0.50
 47.71
 0.51
 CC
 46.24
 0.46
 49.38
 0.49
 46.14
 0.50
 57.38
 0.58
 55.48
 0.57
 ReliefF
 40.62
 0.48
 43.24
 0.49
 47.71
 0.50
 49.48
 0.51
 48.76
 0.50
 CC-GA
 49.38
 0.52
 53.90
 0.60
 47.05
 0.52
 44.76
 0.48
 55.19
 0.57
 ReliefF-GA
 84.62
 0.83
 73.38
 0.75
 48.00
 0.52
 51.57
 0.53
 45.86
 0.47
SVM
  
  
  
  
  
  
  
  
  
  
 GA
 74.76
 0.70
 54.76
 0.51
 70.95
 0.65
 60.95
 0.55
 50.95
 0.42
 CC
 64.76
 0.55
 64.76
 0.55
 64.76
 0.55
 67.62
 0.56
 67.62
 0.62
 ReliefF
 54.29
 0.44
 54.29
 0.44
 44.29
 0.36
 48.10
 0.46
 34.76
 0.28
 CC-GA
 74.76
 0.70
 54.76
 0.51
 61.43
 0.50
 58.10
 0.54
 61.43
 0.57
 ReliefF-GA
 74.76
 0.70
 71.43
 0.68
 74.76
 0.70
 74.43
 0.66
 54.76
 0.53
LR
  
  
  
  
  
  
  
  
  
  
 GA
 74.76
 0.70
 63.81
 0.64
 67.14
 0.57
 54.76
 0.43
 54.29
 0.47
 CC
 71.43
 0.67
 71.43
 0.67
 61.43
 0.59
 68.10
 0.65
 61.43
 0.59
 ReliefF
 50.59
 0.45
 48.10
 0.39
 48.10
 0.41
 44.76
 0.43
 41.43
 0.41
 CC-GA
 74.76
 0.70
 63.81
 0.64
 60.48
 0.61
 64.29
 0.63
 60.48
 0.54
 ReliefF-GA 74.76 0.70 74.76 0.70 71.43 0.68 58.10 0.55 61.43 0.60