Class AffinityPropagation

constructor

• new AffinityPropagation(): AffinityPropagation

  Returns AffinityPropagation

_a

_ar

_as

_epoch

_l

_r

_s

_x

_y

categories

• get categories(): number[]

  Category list

  Returns number[]

centroids

• get centroids(): number[][]

  Centroids

  Returns number[][]

epoch

• get epoch(): number

  Learning epoch

  Returns number

size

• get size(): number

  Number of clusters

  Returns number

__fit

• __fit(): void

  Returns void

fit

• fit(): void

  Fit this model once.

  Returns void

init

• init(datas: number[][]): void

  Initialize this model.

  Parameters

  • datas: number[][]

    Training data

  Returns void

predict

• predict(): number[]

  Returns categories corresponding the data.

  Returns number[]

  Predicted values