Class SelectiveSamplingWinnow

constructor

• new SelectiveSamplingWinnow(b: number, alpha?: boolean): SelectiveSamplingWinnow

• Parameters

  • b: number

    Smooth parameter
  • Optionalalpha: boolean

    Learning rate

  Returns SelectiveSamplingWinnow

_alpha

_b

_w

fit

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

• Fit model.

  Parameters

  • x: (-1 | 1)[][]

    Training data
  • y: (-1 | 1)[]

    Target values

  Returns void

predict

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

• Returns predicted values.

  Parameters

  • data: (-1 | 1)[][]

    Sample data

  Returns (-1 | 1)[]

  Predicted values