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. 2023 Feb 15;28:16. doi: 10.1265/ehpm.22-00106

Table 1.

Discrimination metrics (Harrell’s C) for IHD and stroke

Model IHD Stroke


Complete case Imputed (original) Complete case Imputed (original)
Ensemble - 0.896 - 0.745
Elnet-Cox 0.913 0.894 0.708 0.734
XGBoost - 0.893 - 0.737
Cox 0.899 0.894 0.739 0.748

IHD: Ischemic heart disease, XGBoost: Extreme gradient boost