Standardization is a basic technique to transform data to have mean = 0, standard deviation = 1.
While this is listed as one of the normalization methods, it does not really make any material changes to the distribution of data i.e. the result does not become more "normal" than before.
Standardization is a basic technique to transform data to have mean = 0, standard deviation = 1.
While this is listed as one of the normalization methods, it does not really make any material changes to the distribution of data i.e. the result does not become more "normal" than before.
See https://github.com/petersonR/bestNormalize/blob/master/R/no_transform.R#L113