R: Cluster validity indices

.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 0.14.1 Index]