StandardScaler vs MinMaxScaler — which statement is TRUE?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Standardize (mean/std) vs squash to a range — trees often don't care; linear/NN often do.
Full explanation below image
Full Explanation
Tree models are often scale-invariant; distance-based and many linear/NN models care about scaling.