Class StandardScaler

Hierarchy

StandardScaler
- TargetStandardScaler

Implements

Transformer

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new StandardScaler(onTarget?: boolean): StandardScaler

- Defined in transformers/preprocessing/StandardScaler.ts:13
Parameters
- Optional onTarget: boolean
Returns StandardScaler

Properties

fitted

fitted: boolean

onTarget

onTarget: boolean

Methods

fit

fit(X: Matrix): void

Implementation of Transformer.fit
- Defined in transformers/preprocessing/StandardScaler.ts:20
Parameters
- X: Matrix
Returns void

fitTransform

fitTransform(X: Matrix): Matrix

Implementation of Transformer.fitTransform
- Defined in transformers/preprocessing/StandardScaler.ts:50
Parameters
- X: Matrix
Returns Matrix

inverseTransform

inverseTransform(X: Matrix): Matrix

Implementation of Transformer.inverseTransform
- Defined in transformers/preprocessing/StandardScaler.ts:40
Parameters
- X: Matrix
Returns Matrix

transform

transform(X: Matrix): Matrix

Implementation of Transformer.transform
- Defined in transformers/preprocessing/StandardScaler.ts:30
Parameters
- X: Matrix
Returns Matrix