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Add robust scaling preprocessor #67

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LouisCarpentier42 opened this issue Dec 17, 2024 · 0 comments · Fixed by #69
Closed

Add robust scaling preprocessor #67

LouisCarpentier42 opened this issue Dec 17, 2024 · 0 comments · Fixed by #69
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preprocessor Implement a new preprocessor

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@LouisCarpentier42
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Add a robust scaler to the preprocessing module. This scaler is similar to the z-normalization, but more robuust against outliers. While Z-normalization uses the mean and standarddeviation to normalize the data to have 0 mean and unit std, robust scaler uses the median and inter quartile range to normalize the data instead. This means it is less affected by outliers.

@LouisCarpentier42 LouisCarpentier42 added the preprocessor Implement a new preprocessor label Dec 17, 2024
@LouisCarpentier42 LouisCarpentier42 linked a pull request Jan 6, 2025 that will close this issue
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Labels
preprocessor Implement a new preprocessor
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