calinski_harabasz_score: This function returns the Calinski Harabasz score.

In ClusterStability: Assessment of Stability of Individual Objects or Clusters in Partitioning Solutions

This function returns the Calinski Harabasz score.

Description

This function returns the Calinski Harabasz score of a partition (also known as the Variance Ratio Criterion).

Usage

calinski_harabasz_score(X, labels)

Arguments

X	the input dataset: either a matrix or a dataframe.
labels	the partition vector.

Value

The Calinski Harabasz score for this data.

References

T. Calinski and J. Harabasz. A dendrite method for cluster analysis. Communications in Statistics, 3, no. 1:1–27, 1974

Examples

  calinski_harabasz_score(iris[1:10,1:4], c(3,2,2,2,3,1,2,3,2,2))
  # Expected : 11.34223

ClusterStability documentation built on March 31, 2023, 9:40 p.m.