.sits_cluster_validity {sits}R Documentation

Cluster validity indices

Description

Compute different cluster validity indices. This function needs as input a sits tibble with 'cluster' column. It is a front-end to 'dtwclust::cvi' function. That function computes five indices: 1) adjusted Rand index; 2) Rand index; 3) Jaccard index; 4) Fowlkes-Mallows; and 5) Variation of Information index Please refer to the documentation in that package for more details.

Usage

.sits_cluster_validity(samples)

Arguments

samples

A tibble with 'cluster' column.

Value

A vector with four external validity indices.

Author(s)

Rolf Simoes, rolf.simoes@inpe.br

References

"dtwclust" package (https://CRAN.R-project.org/package=dtwclust)


[Package sits version 0.16.2 Index]