. Author manuscript; available in PMC: 2019 Dec 1.

Published in final edited form as: Smart Health (Amst). 2018 Jul 6;9-10:265–274. doi: 10.1016/j.smhl.2018.07.001

Table 3:

Classification Results for CCU Mortality

Classifier	Precision	Recall	F1-score	Interpretability
Random forest	0.97	0.97	0.97	Hard
Gaussian SVM	0.95	0.96	0.96	Hard
Decision tree	0.90	0.92	0.91	Easy
Boosted trees	0.91	0.83	0.87	Hard
K-NN	0.80	0.85	0.82	Hard
Logistic regression	0.77	0.67	0.72	Easy
Linear discriminant	0.78	0.66	0.71	Easy
Linear SVM	0.80	0.63	0.70	Easy