Class AdaBoost

constructor

• new AdaBoost(model: () => BinaryModel): AdaBoost

  Parameters

  • model: () => BinaryModel

    Function to generate the model

  Returns AdaBoost

_a

_d

_h

_model

_x

_y

fit

• fit(): void

  Fit model.

  Returns void

init

• init(train_x: number[][], train_y: (-1 | 1)[]): void

  Initialize model.

  Parameters

  • train_x: number[][]

    Training data

  • train_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