calinski_harabasz_score {ClusterStability} | R Documentation |
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
[Package ClusterStability version 1.0.4 Index]