Randomized Budget Perceptron

Constructors

Properties

Methods

Constructors

  • Parameters

    • b: number

      Number of support vectors

    Returns RBP

Properties

_b: number
_c: number
_s: any[]
_w: any[]

Methods

  • Fit model parameters.

    Parameters

    • x: number[][]

      Training data

    • y: (-1 | 1)[]

      Target values

    Returns void

  • Returns predicted values.

    Parameters

    • data: number[][]

      Sample data

    Returns (-1 | 1)[]

    Predicted values