From: Machine learning-derived prediction of in-hospital mortality in patients with severe acute respiratory infection: analysis of claims data from the German-wide Helios hospital network
Algorithm
AUC (95%CI)
AUPRC (95%CI)
GLM
0.83 (0.825–0.834)
0.372 (0.361–0.384)
RF
0.831 (0.827–0.835)
0.384 (0.373–0.396)
NNET
0.834 (0.83–0.838)
0.382 (0.371–0.393)
XGBoost
0.834 (0.83–0.839)
0.389 (0.378–0.4)