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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.
The text was updated successfully, but these errors were encountered:
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.
The text was updated successfully, but these errors were encountered: