Class SquaredLossMICPD

constructor

• new SquaredLossMICPD(
      model: {
          fit: (arg0: number[][], arg1: number[][]) => void;
          predict: (arg0: number[][]) => number[];
      },
      w: number,
      take?: number,
      lag?: number,
  ): SquaredLossMICPD

  Parameters

  • model: {
        fit: (arg0: number[][], arg1: number[][]) => void;
        predict: (arg0: number[][]) => number[];
    }

    Density ratio estimation model

    • fit: (arg0: number[][], arg1: number[][]) => void

      Fit model

    • predict: (arg0: number[][]) => number[]

      Returns predicted values
  • w: number

    Window size
  • Optionaltake: number

    Take number
  • Optionallag: number

    Lag

  Returns SquaredLossMICPD

_lag

_model

_take

_window

predict

• predict(datas: number[][]): number[]

  Returns anomaly degrees.

  Parameters

  • datas: number[][]

    Sample data

  Returns number[]

  Predicted values