Class MutualInformationFeatureSelection

constructor

• new MutualInformationFeatureSelection(
      k: number,
  ): MutualInformationFeatureSelection

• Parameters

  • k: number

    Number of selected features

  Returns MutualInformationFeatureSelection

_bins

_importance

_k

_mutual_information

• _mutual_information(a: any, b: any): number

• Parameters

  • a: any
  • b: any

  Returns number

fit

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

• Fit model.

  Parameters

  • x: number[][]

    Training data
  • y: number[][]

    Target values

  Returns void

predict

• predict(x: number[][]): number[][]

• Returns feature selected values.

  Parameters

  • x: number[][]

    Sample data

  Returns number[][]

  Predicted values