Class CLARANS

constructor

• new CLARANS(k: number): CLARANS

• Parameters

  • k: number

    Number of clusters

  Returns CLARANS

_categories

_k

_x

_cost

• _cost(categories: any): number

• Parameters

  • categories: any

  Returns number

_distance

• _distance(a: any, b: any): number

• Parameters

  • a: any
  • b: any

  Returns number

fit

• fit(numlocal: number, maxneighbor: number): void

• Fit model once.

  Parameters

  • numlocal: number

    Iteration count for local
  • maxneighbor: number

    Iteration count for neighborhoods

  Returns void

init

• init(datas: number[][]): void

• Initialize model.

  Parameters

  • datas: number[][]

    Training data

  Returns void

predict

• predict(): number[]

• Returns predicted categories.

  Returns number[]

  Predicted values