Comparison of various models Method d AUc SPEC SENS PPV NPV ACCU RPART06703093055028709770912 SVM( Linear0.68790.9762039970.4405097190.95033 kernel sⅥM 0.68510.9675040280.36760.9718094216 (Quadratic kernel SWM( Cubic0.67920.96810.39040.36460.97130.94216 kernel SWM(RBF0.69680.9615043210.34480.9730093774 kernel Our method50.92210949960.609610.37805097992093384Comparison of various models Method AUC SPEC SENS PPV NPV ACCU RPART 0.6703 0.93 0.55 0.287 0.977 0.912 SVM (Linear kernel 0.6879 0.9762 0.3997 0.4405 0.9719 0.95033 SVM (Quadratic kernel 0.6851 0.9675 0.4028 0.3676 0.9718 0.94216 SVM (Cubic kernel) 0.6792 0.9681 0.3904 0.3646 0.9713 0.94216 SVM(RBF kernel 0.6968 0.9615 0.4321 0.3448 0.9730 0.93774 Our method 5 0.9221 0.94996 0.60961 0.37805 0.97992 0.93384