Outlier-robust feature scaling

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Octavian le 7 Mai 2020

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https://fr.mathworks.com/matlabcentral/answers/523609-outlier-robust-feature-scaling

Dear All,

What feature scaling method would you recommend to bring data within [0 1] or [-1 1], for features that are heavily skewed /non nonnormal (t location scale, generalized extreme value distros), and for which outliers are preferably not removed (features are i1-i2 image subtractions that use outliers in classification, some also have different units).

Thank you,