Class PLS

constructor

• new PLS(l: number): PLS

• Parameters

  • l: number

    Limit on the number of latent factors

  Returns PLS

_l

_x

_y

_pls1

• _pls1(): (number | Matrix)[]

• Returns (number | Matrix)[]

fit

• fit(): void

• Fit model.

  Returns void

init

• init(x: number[][], y: number[][]): void

• Initialize model.

  Parameters

  • x: number[][]

    Training data
  • y: number[][]

    Target values

  Returns void

predict

• predict(x: number[][]): number[][]

• Returns predicted values.

  Parameters

  • x: number[][]

    Sample data

  Returns number[][]

  Predicted values