Class SelectiveSamplingAdaptivePerceptron

constructor

• new SelectiveSamplingAdaptivePerceptron(
      beta: number,
      rate: number,
  ): SelectiveSamplingAdaptivePerceptron

• Parameters

  • beta: number

    Smooth parameter
  • rate: number

    Learning rate

  Returns SelectiveSamplingAdaptivePerceptron

_beta

_c

_k

_r

_w

_X

fit

• fit(x: number[][], y: (-1 | 1)[]): void

• Fit model.

  Parameters

  • x: number[][]

    Training data
  • y: (-1 | 1)[]

    Target values

  Returns void

predict

• predict(data: number[][]): (-1 | 1)[]

• Returns predicted values.

  Parameters

  • data: number[][]

    Sample data

  Returns (-1 | 1)[]

  Predicted values