Remaining Length Of Stay On Hirid
Métriques
MAE
Résultats
Résultats de performance de divers modèles sur ce benchmark
Nom du modèle | MAE | Paper Title | Repository |
|---|---|---|---|
| LGBM ( + hand crafted features) | 57.0±0.3 | HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | |
| LGBM | 56.9±0.4 | HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | |
| Transformer | 59.5±2.8 | HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | |
| TCN | 59.8±2.8 | HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | |
| LSTM | 60.7±1.6 | HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | |
| GRU | 60.6±0.9 | HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data |
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