Class NadarayaWatson

constructor

• new NadarayaWatson(s?: number): NadarayaWatson

  Parameters

  • Optionals: number

    Sigmas of normal distribution

  Returns NadarayaWatson

_p

_s

_x

_y

fit

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

  Fit 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