Class LVQCluster

constructor

• new LVQCluster(k: number): LVQCluster

  Parameters

  • k: number

    Number of clusters

  Returns LVQCluster

_k

_w

_distance

• _distance(a: any, b: any): number

  Parameters

  • a: any
  • b: any

  Returns number

_init

• _init(x: any): void

  Parameters

  • x: any

  Returns void

_nearest

• _nearest(v: any): number

  Parameters

  • v: any

  Returns number

fit

• fit(x: number[][], lr?: number): void

  Fit model.

  Parameters

  • x: number[][]

    Training data
  • Optionallr: number

    Learning rate

  Returns void

predict

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

  Returns predicted categories.

  Parameters

  • datas: number[][]

    Sample data

  Returns number[]

  Predicted values