Class FuzzyKNN

constructor

• new FuzzyKNN(k?: number, m?: number): FuzzyKNN

• Parameters

  • Optionalk: number

    Number of neighborhoods
  • Optionalm: number

    Factor of weight for distance

  Returns FuzzyKNN

_c

_classes

_d

_k

_m

_p

_u

categories

• get categories(): any[]

• Category list

  Returns any[]

_near_points

• _near_points(data: any): any[]

• Parameters

  • data: any

  Returns any[]

add

• add(point: number[], category?: any): void

• Add a data.

  Parameters

  • point: number[]

    Training data
  • Optionalcategory: any

    Target value

  Returns void

fit

• fit(datas: number[][], targets: any[]): void

• Add datas.

  Parameters

  • datas: number[][]

    Training data
  • targets: any[]

    Target values

  Returns void

predict

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

• Returns predicted categories.

  Parameters

  • datas: number[][]

    Sample data

  Returns number[][]

  Predicted values