ML Research Wiki / Benchmarks / Patient Phenotyping / HiRID

HiRID

Patient Phenotyping Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: Balanced Accuracy

Top Performing Models

Rank Model Paper Balanced Accuracy Date Code
1 LGBM HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data 0.00 2021-11-16 📦 ratschlab/HIRID-ICU-Benchmark
2 LSTM HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data 0.00 2021-11-16 📦 ratschlab/HIRID-ICU-Benchmark
3 GRU HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data 0.00 2021-11-16 📦 ratschlab/HIRID-ICU-Benchmark
4 Logistic Regression HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data 0.00 2021-11-16 📦 ratschlab/HIRID-ICU-Benchmark
5 LGBM ( + hand crafted features) HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data 0.00 2021-11-16 📦 ratschlab/HIRID-ICU-Benchmark
6 Transformer HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data 0.00 2021-11-16 📦 ratschlab/HIRID-ICU-Benchmark
7 TCN HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data 0.00 2021-11-16 📦 ratschlab/HIRID-ICU-Benchmark

All Papers (7)

ratschlab/HIRID-ICU-Benchmark
ratschlab/HIRID-ICU-Benchmark
ratschlab/HIRID-ICU-Benchmark
ratschlab/HIRID-ICU-Benchmark
ratschlab/HIRID-ICU-Benchmark
ratschlab/HIRID-ICU-Benchmark
ratschlab/HIRID-ICU-Benchmark