Table 3.

Macro-averages of Performance Measures by Model

Variable Set	Extra Variables	Model Name	Accuracy	Sensitivity	Specificity	CI L	CI U
Without NEPAR-Q (SCL-90-R)	Without NEPAR-P	L-LR	0.9682	0.9676	0.9688	0.9568	0.9773
		R-LR	0.9666	0.9659	0.9672	0.9549	0.9759
		RF	0.9560	0.9573	0.9548	0.9430	0.9668
		SVM	0.9625	0.9625	0.9626	0.9503	0.9724
	With NEPAR-P	L-LR	0.9707	0.9778	0.9641	0.9596	0.9794
		R-LR	0.9698	0.9710	0.9688	0.9587	0.9787
		RF	0.9560	0.9642	0.9485	0.9430	0.9668
		SVM	0.9625	0.9625	0.9626	0.9503	0.9724
With NEPAR-Q (SCL-28-AI)	Without NEPAR-P	L-LR	0.8719	0.8190	0.8767	0.8531	0.8889
		R-LR	0.8539	0.8082	0.8706	0.8491	0.8056
		RF	0.8508	0.7844	0.8855	0.8461	0.8128
		SVM	0.8693	0.8017	0.8826	0.7803	0.8865
	With NEPAR-P	L-LR	0.8918	0.8355	0.9040	0.8738	0.9083
		R-LR	0.8852	0.8221	0.8916	0.8604	0.8996
		RF	0.8811	0.8181	0.8985	0.8647	0.7305
		SVM	0.8849	0.8207	0.8991	0.8668	0.8118