Classifier Type

Accuracy (%)

Sensitivity (%)

Specificity (%)

Precision (%)

F1 score (%)

NPV (%)

AUC

SVM

80

80

80

80

80

80

0.84

Neural Network (Bilayered)

82.2

85.4

79.61

77.8

81.42

86.7

0.85

Ensemble Subspace

78.9

79.55

78.27

77.8

78.66

80

0.88

Ensemble Bagged Trees

83.3

87.51

80

77.8

82.36

88.9

0.88

Neural Network (Narrow)

86.7

88.37

85.07

84.4

86.33

88.9

0.91