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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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Use correct (?) scaling in `DefaultRegressionPreprocessor` #127

Closed mlondschien closed 1 year ago

mlondschien commented 1 year ago

Is this what you were aiming for? This scales similarly to the MinMaxScaler, but with predefined min / max values.

mlondschien commented 1 year ago

Note that this is the same for outcome_min = 0, which appears to have been used in the kidney function task.

rvandewater commented 1 year ago

Hi Malte! Thanks for your sharp observation, this was indeed the intended scaling method, as the clinical outcomes usually have a range of values.