Fix #130: Fallback to full range if IQR is zero in RobustScaler - #131
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KelianM wants to merge 1 commit into
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Fix #130: Fallback to full range if IQR is zero in RobustScaler#131KelianM wants to merge 1 commit into
KelianM wants to merge 1 commit into
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This fix ensures RobustScaler does not default to an excessively small scale (1e-10) when the interquartile range (IQR) is zero. Instead, it falls back to the full range (max - min) as a more appropriate scaling factor. This prevents extreme values in the scaled output and improves model stability (see examples in issue).