Table 3.

Performances of other models

Model	SVM			Random forest			Multiple logistic regression
Index	Accuracy	AUROCa	P valueb	Accuracy	AUROC	P value	Accuracy	AUROC	P value
Men ≥ 65 years	0.853	0.822	.003	0.846	0.837	.002	0.843	0.805	.002
Women ≥ 65 years	0.838	0.835	.015	0.826	0.819	.001	0.826	0.796	.003
Men	0.841	0.813	.001	0.817	0.793	.003	0.833	0.822	.015
Women	0.812	0.786	.002	0.801	0.786	.015	0.796	0.815	.003
All people	0.803	0.794	.015	0.787	0.813	.002	0.807	0.799	.015

^aAUROC area under the receiver operating characteristic curve

^bP value: P < .05 was considered to indicate statistical significance