Class PLS

Partial least squares regression

Index

Constructors

Properties

Methods

_pls1 fit init predict

Constructors

constructor

new PLS(l: number): PLS
Parameters
- l: number
  Limit on the number of latent factors
Returns PLS
- Defined in lib/model/pls.d.ts:8

Properties

_l

_l: number

_x

_x: Matrix<number[]>

_y

_y: Matrix<number[]>

Methods

_pls1

_pls1(): (number | Matrix<number>)[]
Returns (number | Matrix<number>)[]
- Defined in lib/model/pls.d.ts:22

fit

fit(): void
Fit model.

Returns void
- Defined in lib/model/pls.d.ts:21

init

init(x: number[][], y: number[][]): void
Initialize model.
Parameters
- x: number[][]
  Training data
- y: number[][]
  Target values
Returns void
- Defined in lib/model/pls.d.ts:15

predict

predict(x: number[][]): number[][]
Returns predicted values.
Parameters
- x: number[][]
  Sample data
Returns number[][]
Predicted values
- Defined in lib/model/pls.d.ts:28