Mortality Prediction on MIMIC-III CCU
0.97PrecisionRandom forest
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Random forestInterpretability=Hard2018.03 | 0.97 | 0.97 | 0.97 | |
| Gaussian SVMInterpretability=Hard2018.03 | 0.95 | 0.96 | 0.96 | |
| Boosted treesInterpretability=Hard2018.03 | 0.91 | 0.83 | 0.87 | |
| Decision treeInterpretability=Easy2018.03 | 0.9 | 0.92 | 0.91 | |
| K-NNInterpretability=Hard2018.03 | 0.8 | 0.85 | 0.82 | |
| Linear SVMInterpretability=Easy2018.03 | 0.8 | 0.63 | 0.7 | |
| Linear discriminantInterpretability=Easy2018.03 | 0.78 | 0.66 | 0.71 | |
| Logistic regressionInterpretability=Easy2018.03 | 0.77 | 0.67 | 0.72 |