Class Winnow

constructor

• new Winnow(alpha?: boolean, threshold?: number, version?: 1 | 2): Winnow

  Parameters

  • Optionalalpha: boolean

    Learning rate
  • Optionalthreshold: number

    Threshold
  • Optionalversion: 1 | 2

    Version of model

  Returns Winnow

_alpha

_th

_th_org

_v

_w

fit

• fit(x: (0 | 1)[][], y: (-1 | 1)[]): void

  Fit model.

  Parameters

  • x: (0 | 1)[][]

    Training data
  • y: (-1 | 1)[]

    Target values

  Returns void

predict

• predict(data: (0 | 1)[][]): (-1 | 1)[]

  Returns predicted values.

  Parameters

  • data: (0 | 1)[][]

    Sample data

  Returns (-1 | 1)[]

  Predicted values