In-ICU Mortality Prediction on MIMIC-III MIMIC-Extract pipeline (test)
89.7AUROCRandom Forest
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random Forestmodel_abbreviation=RF, classification_threshold=0.52019.07 | 89.7 | 49.8 | 93.3 | 12.6 | |
| GRU-Dclassification_threshold=0.5, sampling=undersampled during hyperparameter tuning2019.07 | 89.1 | 50.9 | 94 | 43.1 | |
| Logistic Regressionmodel_abbreviation=LR, classification_threshold=0.52019.07 | 88.7 | 46.4 | 93.4 | 38.4 |