What is Max Absolute Scaler? Compare it with MinMax Normalization? Why scaling to [-1, 1] might be better than [0, 1] scaling?
‘Max Absolute Scaler’ is another option for preprocessing Training Data.
minmax
What is MinMax Normalization? Compare MinMax Normalization with Z-Score Standardization
Another technique that we may wish to use, when preparing our ‘Training Data’, is ‘MinMax Normalization’.
What is Feature Scaling, and why and in what context is it useful?
Feature scaling is a data pre-processing technique that transforms the original support of a variable to a different scale.