Length of Stay Prediction (> 7 Days) on MIMIC-III MIMIC-Extract pipeline (test)
76.4AUROCRandom Forest
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random Forestmodel_abbreviation=RF, classification_threshold=0.52019.07 | 76.4 | 19.5 | 92.3 | 0 | |
| Logistic Regressionmodel_abbreviation=LR, classification_threshold=0.52019.07 | 72.4 | 18.5 | 91.9 | 7.2 | |
| GRU-Dclassification_threshold=0.5, sampling=undersampled during hyperparameter tuning2019.07 | 71 | 17.9 | 91.2 | 10.7 |