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SotA/Medical/Mortality Prediction/MIMIC-III

Mortality Prediction on MIMIC-III

Metric: Precision (higher is better)

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#Model↕Precision▼Extra DataPaperDate↕Code
1Random Forest0.97NoEarly hospital mortality prediction using vital ...2018-03-18Code
2Gaussian SVM0.95NoEarly hospital mortality prediction using vital ...2018-03-18Code
3Boosted Trees0.91NoEarly hospital mortality prediction using vital ...2018-03-18Code
4Decision Tree0.9NoEarly hospital mortality prediction using vital ...2018-03-18Code
5K-NN0.8NoEarly hospital mortality prediction using vital ...2018-03-18Code
6Linear SVM0.8NoEarly hospital mortality prediction using vital ...2018-03-18Code
7Linear Discriminant0.78NoEarly hospital mortality prediction using vital ...2018-03-18Code
8Logistic regression0.77NoEarly hospital mortality prediction using vital ...2018-03-18Code