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SotA/Medical/Mortality Prediction/MIMIC-III

Mortality Prediction on MIMIC-III

Metric: Recall (higher is better)

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#Model↕Recall▼Extra DataPaperDate↕Code
1Random Forest0.97NoEarly hospital mortality prediction using vital ...2018-03-18Code
2Gaussian SVM0.96NoEarly hospital mortality prediction using vital ...2018-03-18Code
3Decision Tree0.92NoEarly hospital mortality prediction using vital ...2018-03-18Code
4K-NN0.85NoEarly hospital mortality prediction using vital ...2018-03-18Code
5Boosted Trees0.83NoEarly hospital mortality prediction using vital ...2018-03-18Code
6Logistic regression0.67NoEarly hospital mortality prediction using vital ...2018-03-18Code
7Linear Discriminant0.66NoEarly hospital mortality prediction using vital ...2018-03-18Code
8Linear SVM0.63NoEarly hospital mortality prediction using vital ...2018-03-18Code