Table 2

Algorithm performance in predicting in-hospital mortality.

Algorithm	Accuracy	Sensitivity	Specificity	Area Under the Curve
Adaptive Boosting Classifier	79.88%	0.400	0.8225	0.7657
Random Forest	92.74%	0.300	0.9645	0.7562
Gradient Boosting	89.94%	0.200	0.9408	0.7509
Average	87.52%	0.300	0.9093	0.7576