Class FastDOC

constructor

• new FastDOC(
      alpha: number,
      beta: number,
      w: number,
      maxiter: number,
      d0: number,
  ): FastDOC

• Parameters

  • alpha: number

    Dense scale
  • beta: number

    Balanced value
  • w: number

    Width of cluster
  • maxiter: number

    Maximum inner iteration
  • d0: number

    Threshold of selected dimension count

  Returns FastDOC

_alpha

_beta

_d

_d0

_maxiter

_p

_w

_select

• _select(n: any, k: any): number[]

• Parameters

  • n: any
  • k: any

  Returns number[]

fit

• fit(datas: number[][]): void

• Fit model.

  Parameters

  • datas: number[][]

    Sample data

  Returns void

predict

• predict(): number[]

• Returns predicted categories.

  Returns number[]

  Predicted values