Class Decomposition.PCA

Principal Component Analysis (PCA)

Inheritance

System.Object

Decomposition.PCA

Namespace: Tensor.Algorithm

Assembly: Tensor.Algorithm.dll

Syntax

type Decomposition.PCA ()

Constructors

Name	Description
new: unit -> PCA	Implicit constructor.

Methods

Name	Description
static member Perform: Tensor<'T> * int64 option -> Tensor<'T> * PCAInfo<'T>	Apply Principal Component Analysis (PCA) whitening. data must be of the form [sample, feature]. nComps optionally specifies how many components to keep. Returns a tensor of the form [sample, component].
static member Reverse: Tensor<'T> * PCAInfo<'T> -> Tensor<'T>	Reverses PCA whitening. whitened must be of the form [sample, component].