Scaling, Normalization, Min Max.
standard scaler might not work so well. If the distribution is not Gaussian or the standard deviation is very small, the min-max scaler works better. However, it is sensitive to outliers, so if there are outliers in the data, you might want to consider the Robust Scaler below. For now [4]. df =