Class PCA

Principal component analysis

Hierarchy (View Summary)

PCA
- AnomalyPCA

Index

Constructors

Properties

Methods

Constructors

constructor

new PCA(rd?: number): PCA
Parameters
- Optionalrd: number
  Reduced dimension
Returns PCA
- Defined in lib/model/pca.d.ts:8

Properties

_e

_e: any

_rd

_rd: number

Methods

fit

fit(x: number[][]): void
Fit model.
Parameters
- x: number[][]
  Training data
Returns void
- Defined in lib/model/pca.d.ts:14

predict

predict(x: number[][]): number[][]
Returns reduced datas.
Parameters
- x: number[][]
  Sample data
Returns number[][]
Predicted values
- Defined in lib/model/pca.d.ts:21