Class LinearDiscriminant

constructor

• new LinearDiscriminant(): LinearDiscriminant

  Returns LinearDiscriminant

_w

_w0

_x

_y

_s

• _s(x: any): void

  Parameters

  • x: any

  Returns void

fit

• fit(): void

  Fit model parameters.

  Returns void

init

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

  Initialize this model.

  Parameters

  • train_x: number[][]

    Training data
  • train_y: (-1 | 1)[]

    Target values

  Returns void

predict

• predict(data: number[][]): (-1 | 1)[]

  Returns predicted datas.

  Parameters

  • data: number[][]

    Sample data

  Returns (-1 | 1)[]

  Predicted values