Class LMNN

constructor

• new LMNN(gamma: number, lambda: number): LMNN

• Parameters

  • gamma: number

    Tuning parameter
  • lambda: number

    Tuning parameter

  Returns LMNN

_alpha

_classes

_gamma

_h

_impostors

_m

_neighbors

_x

_y

fit

• fit(): void

• Fit model.

  Returns void

init

• init(x: number[][], y: any[]): void

• Initialize model.

  Parameters

  • x: number[][]

    Training data
  • y: any[]

    Target values

  Returns void

predict

• predict(x: number[][]): any[]

• Returns predicted categories.

  Parameters

  • x: number[][]

    Sample data

  Returns any[]

  Predicted values