Class InverseDistanceWeighting

constructor

• new InverseDistanceWeighting(
      k?: number,
      p?: number,
      metric?:
          | "euclid"
          | "manhattan"
          | "chebyshev"
          | "minkowski"
          | (arg0: number[], arg1: number[]) => number,
  ): InverseDistanceWeighting

• Parameters

  • Optionalk: number

    Number of neighborhoods
  • Optionalp: number

    Power parameter
  • Optionalmetric:
        | "euclid"
        | "manhattan"
        | "chebyshev"
        | "minkowski"
        | (arg0: number[], arg1: number[]) => number

    Metric name

  Returns InverseDistanceWeighting

_d

_k

_metric

_p

_x

_y

_near_points

• _near_points(data: any): any[]

• Parameters

  • data: any

  Returns any[]

fit

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

• Fit model.

  Parameters

  • x: number[][]

    Training data
  • y: number[]

    Target values

  Returns void

predict

• predict(data: number[][]): number[]

• Returns predicted values.

  Parameters

  • data: number[][]

    Sample data

  Returns number[]

  Predicted values