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Remaining Length Of Stay On Hirid

评估指标

MAE

评测结果

各个模型在此基准测试上的表现结果

模型名称
MAE
Paper TitleRepository
LGBM ( + hand crafted features)57.0±0.3HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
LGBM56.9±0.4HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
Transformer59.5±2.8HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
TCN59.8±2.8HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
LSTM60.7±1.6HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
GRU60.6±0.9HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
0 of 6 row(s) selected.