Class DBSCAN

constructor

• new DBSCAN(
      eps?: number,
      minPts?: number,
      metric?:
          | "euclid"
          | "manhattan"
          | "chebyshev"
          | (arg0: number[], arg1: number[]) => number,
  ): DBSCAN

• Parameters

  • Optionaleps: number

    Radius to determine neighborhood
  • OptionalminPts: number

    Minimum size of cluster
  • Optionalmetric:
        | "euclid"
        | "manhattan"
        | "chebyshev"
        | (arg0: number[], arg1: number[]) => number

    Metric name

  Returns DBSCAN

_d

_eps

_metric

_minPts

predict

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

• Returns predicted categories.

  Parameters

  • datas: number[][]

    Training data

  Returns number[]

  Predicted values