Class MarginPerceptron

constructor

• new MarginPerceptron(rate: number): MarginPerceptron

  Parameters

  • rate: number

    Learning rate

  Returns MarginPerceptron

_c

_g

_r

_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