Class Perceptron

constructor

• new Perceptron(rate: number): Perceptron

• Parameters

  • rate: number

    Learning rate

  Returns Perceptron

_a

_b

_r

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