Class PAUM

constructor

• new PAUM(rate: number, tp: number, tm: number): PAUM

• Parameters

  • rate: number

    Learning rate
  • tp: number

    Margin parameter for +1
  • tm: number

    Margin parameter for -1

  Returns PAUM

_c

_r

_tm

_tp

_w

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