**StandardScaler, MinMaxScaler and RobustScaler …**
https://www.geeksforgeeks.org/standardscaler-minmaxscaler-and-robustscaler-techniques-ml/

Jul 15, 2020 · StandardScaler follows Standard Normal Distribution (SND).Therefore, it makes mean = 0 and scales the data to unit variance. MinMaxScaler scales all the data features in the range [0, 1] or else in the range [-1, 1] if there are negative values in the dataset. This scaling compresses all the inliers in the narrow range [0, 0.005]. In the presence of outliers, StandardScaler does not guarantee ...

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