Table 2.

Evaluation measures providing the maximum area under ROC.

Group	Method	Measures
		Sensitivity	Specificity	PPV	NPV
Depression	Proposed method	0.8250	0.9250	0.9167	0.8409
	Stepwise multiple linear regression	0.9500	0.6750	0.7451	0.9310
	Logistic regression	0.9000	0.7000	0.7500	0.8750
	PLS regression	0.8500	0.7250	0.7556	0.8286
Apathy	Proposed method	0.7500	0.8125	0.8000	0.7647
	Stepwise multiple linear regression	0.7750	0.7375	0.7470	0.7662
	Logistic regression	0.7375	0.7125	0.7195	0.7308
	PLS regression	0.7375	0.7250	0.7284	0.7342
Anxiety	Proposed method	0.9250	0.9000	0.9024	0.9231
	Stepwise multiple linear regression	0.7750	0.8500	0.8378	0.7907
	Logistic regression	0.8750	0.6750	0.7292	0.8438
	PLS regression	0.8250	0.8250	0.8250	0.8250

PLS Partial Least Squares, PPV Positive Predictive Value, NPV Negative Predictive Value.