Implemented CVI List

The ClusterValidityIndices.jl package has the following CVIs implemented:

  • CH: Calinski-Harabasz.
  • cSIL: Centroid-based Silhouette.
  • DB: Davies-Bouldin.
  • GD43: Generalized Dunn's Index 43.
  • GD53: Generalized Dunn's Index 53.
  • PS: Partition Separation.
  • rCIP: (Renyi's) representative Cross Information Potential.
  • WB: WB-index.
  • XB: Xie-Beni.

The exported constant CVI_MODULES also contains a list of these CVIs for convenient iteration.

Each of the CVIs are instantiated with the empty constructor, i.e. CH() and run with get_cvi!. For details and usage, see the Package Guide.