Standardiser

class frlearn.feature_preprocessors.Standardiser

Implementation of the standard deviation normaliser, or standardiser. Rescales all features by dividing through their standard deviation, ensuring that each feature has a standard deviation of 1.

Notes

If the standard deviation of a feature is 0, that feature is left unscaled.

class Model