Class BudgetPerceptron

constructor

• new BudgetPerceptron(beta: number, n?: number): BudgetPerceptron

• Parameters

  • beta: number

    Tolerance
  • Optionaln: number

    Cachs size

  Returns BudgetPerceptron

_beta

_c

_n

_s

_w

fit

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

• Fit model parameters.

  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