Class AnomalyPCA

Principal component analysis for anomaly detection

Hierarchy (View Summary)

PCA
- AnomalyPCA

Index

Constructors

Properties

Methods

Constructors

constructor

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

Properties

_e

_e: any

_m

_m: any

_rd

_rd: number

Methods

fit

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

predict

predict(x: number[][]): number[]
Returns anomaly degrees.
Parameters
- x: number[][]
  Sample data
Returns number[]
Predicted values
Overrides PCA.predict
- Defined in lib/model/pca.d.ts:88