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.