.sits_cluster_dendro_bestcut {sits}R Documentation

Compute validity indexes to a range of cut height

Description

Reads a dendrogram object and its corresponding sits tibble and computes the best number of clusters that maximizes the adjusted Rand index.

Usage

.sits_cluster_dendro_bestcut(samples, dendro)

Arguments

samples

Input set of time series.

dendro

Dendrogram object returned from .sits_cluster_dendrogram.

Value

Vector with best number of clusters (k) and its respective height.

Author(s)

Rolf Simoes, rolf.simoes@inpe.br

References

Lawrence Hubert and Phipps Arabie. Comparing partitions. Journal of Classification, 2, p.193–218, 1985.


[Package sits version 0.16.2 Index]