Potential memory leak in preprocessing

rvandewater / YAIB

🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109

https://github.com/rvandewater/YAIB/wiki

MIT License

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Potential memory leak in preprocessing #109

Closed rvandewater closed 1 year ago

rvandewater commented 1 year ago

When running experiments on the cluster with 100 GB RAM nodes and LGBMClassifier, out-of-memory errors are common for MIMIC-IV and eICU.

rvandewater commented 1 year ago

Fixed with change in debug in #118