Class SoftKMeans

constructor

• new SoftKMeans(beta?: number): SoftKMeans

• Parameters

  • Optionalbeta: number

    Tuning parameter

  Returns SoftKMeans

_beta

_c

_x

_distance

• _distance(a: any, b: any): number

• Parameters

  • a: any
  • b: any

  Returns number

_responsibility

• _responsibility(): number[][]

• Returns number[][]

add

• add(): void

• Add a new cluster.

  Returns void

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 responsibilities.

  Returns number[][]

  Predicted values