Class LabelPropagation

constructor

• new LabelPropagation(
      method?:
          | "rbf"
          | "knn"
          | { k?: number; name: "rbf"; sigma?: number }
          | { k?: number; name: "knn" },
  ): LabelPropagation

  Parameters

  • Optionalmethod:
        | "rbf"
        | "knn"
        | { k?: number; name: "rbf"; sigma?: number }
        | { k?: number; name: "knn" }

    Method name

  Returns LabelPropagation

_affinity

_classes

_probs

_w

_y

_affinity_matrix

• _affinity_matrix(x: any): Matrix<number> | Matrix<0 | 1> | undefined

  Parameters

  • x: any

  Returns Matrix<number> | Matrix<0 | 1> | undefined

fit

• fit(): void

  Fit model.

  Returns void

init

• init(x: number[][], y: any[]): void

  Initialize model.

  Parameters

  • x: number[][]

    Training data

  • y: any[]

    Target values

  Returns void

predict

• predict(): any[]

  Returns predicted categories.

  Returns any[]

  Predicted values