Package smile.feature.transform

package smile.feature.transform

Feature transformations.

Class	Description
MaxAbsScaler	Scales each feature by its maximum absolute value.
Normalizer	Normalize samples individually to unit norm.
Normalizer.Norm	Vector norm.
RobustStandardizer	Robustly standardizes numeric feature by subtracting the median and dividing by the IQR.
Scaler	Scales the numeric variables into the range [0, 1].
Standardizer	Standardizes numeric feature to 0 mean and unit variance.
WinsorScaler	Scales all numeric variables into the range [0, 1].