SVM with a Set of Variables Selected by

LR

LASSO

RF-MDI

RF-MDA

Accuracy

93.6

95.6

96.7

96.0

Sensitivity

62.9

69.9

72.1

64.1

Specificity

98.3

97.8

98.3

98.3

PPV

52.1

50.0

56.0

53.0

NPV

97.7

97.9

97.9

98.1

AUC

76.9

77.3

80.9

78.0