Class ORCLUS

constructor

• new ORCLUS(k: number, k0: number, l: number): ORCLUS

• Parameters

  • k: number

    Number of clusters
  • k0: number

    Number of begining seeds
  • l: number

    Number of dimensions

  Returns ORCLUS

_alpha

_beta

_e

_k

_k0

_l

_s

_x

_assign

• _assign(): any

• Returns any

_findVectors

• _findVectors(c: any, q: any): number[][]

• Parameters

  • c: any
  • q: any

  Returns number[][]

_merge

• _merge(c: any, knew: any, lnew: any): any

• Parameters

  • c: any
  • knew: any
  • lnew: any

  Returns any

_pdist

• _pdist(a: any, b: any, e: any): number

• Parameters

  • a: any
  • b: any
  • e: any

  Returns number

fit

• fit(datas: number[][]): void

• Fit model.

  Parameters

  • datas: number[][]

    Training data

  Returns void

predict

• predict(datas: number[][]): number[]

• Returns predicted categories.

  Parameters

  • datas: number[][]

    Sample data

  Returns number[]

  Predicted values