Class LVQClassifier

constructor

• new LVQClassifier(type: 1 | 2 | 3): LVQClassifier

• Parameters

  • type: 1 | 2 | 3

    Type number

  Returns LVQClassifier

_c

_m

_type

_w

_distance

• _distance(a: any, b: any): number

• Parameters

  • a: any
  • b: any

  Returns number

_init

• _init(x: any, y: any): void

• Parameters

  • x: any
  • y: any

  Returns void

_nears

• _nears(v: any): any[]

• Parameters

  • v: any

  Returns any[]

fit

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

• Fit model.

  Parameters

  • x: number[][]

    Training data
  • y: any[]

    Target values
  • Optionallr: number

    Learning rate

  Returns void

predict

• predict(datas: number[][]): any[]

• Returns predicted categories.

  Parameters

  • datas: number[][]

    Sample data

  Returns any[]

  Predicted values