Fig. 5
From: Out-of-distribution reject option method for dataset shift problem in early disease onset prediction
AUROC-rejection rate rank correlation coefficients and AUROC-rejection curves in Hirosaki health checkup. (a) Diabetes mellitus (DM), (b) dyslipidemia (DysL), (c) hypertension (HTN). VAE reconstruction was the only method with a positive rank correlation coefficient in (a,b), showing a stable improvement in AUROC through the rejection curve. In (c), ensemble epistemic and ensemble std had positive coefficients, with the rejection curve confirming an upward trend in AUROC.
