Class DENCLUE

constructor

• new DENCLUE(
      h: number,
      version?: 1 | 2,
      kernel?: "gaussian" | { name: "gaussian" } | (arg0: number[]) => number,
  ): DENCLUE

• Parameters

  • h: number

    Smoothing parameter for the kernel
  • Optionalversion: 1 | 2

    Version number
  • Optionalkernel: "gaussian" | { name: "gaussian" } | (arg0: number[]) => number

    Kernel name

  Returns DENCLUE

_datas

_delta

_h

_ignore_p

_k

_kernel

_probs

_radius

_version

_x

_xi

size

• get size(): number

• Number of clusters

  Returns number

_dp

• _dp(x: any): number[]

• Parameters

  • x: any

  Returns number[]

_p

• _p(x: any): number

• Parameters

  • x: any

  Returns number

fit

• fit(): void

• Fit model.

  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