Normalizer

Namespace: Datasets
Parent Module: NormalizationTypes

normalization operation to perform

Union Case	Description
`NoNormalizer` Signature:	no normalization
`PCAWhitening(nComponents)` Signature: int64 option	Apply Principal Component Analysis (PCA) whitening. Optionally specify how many components to keep.
`Rescaling` Signature:	rescale the range of every feature to [0, 1]
`ScaleToUnitLength` Signature:	scale the feature vector so that it has L2-norm one
`Standardization(keepZeroOne)` Signature: bool	Make each feature have zero mean and unit variance. If `keepZeroOne` is true, then features that contain only the values 0 and 1 are left untouched.
`ZCAWhitening` Signature:	Apply ZCA whitening. Optionally specify how many dimensions to keep.