Length of Stay Prediction (> 3 Days) on MIMIC-III MIMIC-Extract (test)
73.6AUROCRandom Forest
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random Forestmodel_abbreviation=RF, classification_threshold=0.52019.07 | 73.6 | 68.5 | 69.5 | 59.5 | |
| GRU-Dclassification_threshold=0.5, sampling=undersampled during hyperparameter tuning2019.07 | 73.3 | 68.5 | 68.3 | 62.2 | |
| Logistic Regressionmodel_abbreviation=LR, classification_threshold=0.52019.07 | 71.6 | 65.1 | 68.6 | 59.4 |