Mortality Prediction on MIMIC-III CCU benchmark leaderboard · SOTA2 Research

Mortality Prediction on MIMIC-III CCU

0.97PrecisionRandom forest

Evaluation Results

Method	Links
Random forest2018.03		0.97	0.97	0.97
Gaussian SVM2018.03		0.95	0.96	0.96
Boosted trees2018.03		0.91	0.83	0.87
Decision tree2018.03		0.9	0.92	0.91
K-NN2018.03		0.8	0.85	0.82
Linear SVM2018.03		0.8	0.63	0.7
Linear discriminant2018.03		0.78	0.66	0.71
Logistic regression2018.03		0.77	0.67	0.72