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Health Risk Prediction on NHANES 2011-2014

0.7565Angina AUROC

NormWear

Updated 16d ago

Evaluation Results

Method	Links
NormWear 2026.07		0.7565	0.8089	0.7758	0.8092	0.7985	0.7157	0.8072	0.6214	0.6366	0.7095	0.6372	0.7031	0.7795	0.6373	0.705	0.7062	0.6448	0.6474	0.6499	0.6639	0.6532	0.7079
StepFM 2026.07		0.7524	0.832	0.7846	0.8196	0.8284	0.7544	0.8509	0.6708	0.6789	0.7502	0.6517	0.7153	0.7988	0.6489	0.7335	0.7432	0.6597	0.6571	0.6642	0.7014	0.6709	0.7318
Trad. ML 2026.07		0.7398	0.8065	0.7748	0.8041	0.7851	0.7424	0.8293	0.6511	0.6459	0.7274	0.6224	0.7014	0.7305	0.6012	0.7294	0.7319	0.6287	0.6222	0.6195	0.6788	0.6643	0.7065
PAT 2026.07		0.7376	0.7905	0.7253	0.7367	0.7443	0.3766	0.7207	0.5521	0.5166	0.6276	0.6357	0.6624	0.7801	0.605	0.6294	0.6234	0.5666	0.5243	0.5958	0.5389	0.5706	0.6314
SSCP 2026.07		0.6829	0.7513	0.7467	0.7273	0.7713	0.6558	0.6863	0.5647	0.6079	0.6983	0.6186	0.6846	0.7883	0.6151	0.6482	0.6429	0.5775	0.5811	0.5626	0.594	0.584	0.6566
TimeSiam 2026.07		0.6566	0.744	0.7206	0.745	0.7446	0.6893	0.7672	0.6098	0.6168	0.6427	0.6095	0.703	0.7347	0.5924	0.6622	0.6602	0.612	0.6566	0.6445	0.6331	0.6335	0.6704
Pulse-PPG 2026.07		0.5991	0.6201	0.6098	0.6249	0.6435	0.6688	0.6843	0.5572	0.6026	0.5831	0.5536	0.5255	0.6576	0.5461	0.6468	0.6133	0.5278	0.516	0.5575	0.5767	0.5751	0.5947