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Learnt from: rvandewater
PR: rvandewater/YAIB#155
File: icu_benchmarks/data/preprocessor.py:77-143
Timestamp: 2024-10-17T14:03:23.185Z
Learning: In the `apply` method of `PolarsClassificationPreprocessor` in `icu_benchmarks/data/preprocessor.py`, the data is pre-split, necessitating multiple join operations; thus, optimizing by combining joins is not feasible.

Learnt from: rvandewater
PR: rvandewater/YAIB#155
File: icu_benchmarks/data/preprocessor.py:77-143
Timestamp: 2024-10-17T14:03:23.185Z
Learning: In the `apply` method of `PolarsClassificationPreprocessor` in `icu_benchmarks/data/preprocessor.py`, the data is pre-split, necessitating multiple join operations; thus, optimizing by combining joins is not feasible.

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