Class GeneticKMeans

constructor

• new GeneticKMeans(k: number, size: number): GeneticKMeans

• Parameters

  • k: number

    Number of clusters
  • size: number

    Number of models per generation

  Returns GeneticKMeans

_c

_cm

_k

_models

_pm

_size

bestModel

• get bestModel(): GeneticKMeansModel

• The best model.

  Returns GeneticKMeansModel

centroids

• get centroids(): number[][]

• Centroids

  Returns number[][]

fit

• fit(): void

• Fit model.

  Returns void

init

• init(datas: number[][]): void

• Initialize model.

  Parameters

  • datas: number[][]

    Training data

  Returns void

predict

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

• Returns predicted categories.

  Parameters

  • datas: number[][]

    Sample data

  Returns number[]

  Predicted values