compare: Comparison of two sets of clusters

In fdm2id: Data Mining and R Programming for Beginners

Comparison of two sets of clusters

Description

Comparison of two sets of clusters

Usage

compare(clus, gt, eval = "accuracy", comp = c("max", "pairwise", "cluster"))

Arguments

clus	The extracted clusters.
gt	The real clusters.
eval	The evluation criterion.
comp	Indicates whether a "max" or a "pairwise" evaluation should be used, or the evaluation for each individual "cluster".

Value

A numeric value indicating how much the two sets of clusters are similar.

See Also

compare.accuracy, compare.jaccard, compare.kappa, intern, stability

Examples

require (datasets)
data (iris)
km = KMEANS (iris [, -5], k = 3)
compare (km$cluster, iris [, 5])
## Not run: 
compare (km$cluster, iris [, 5], eval = c ("accuracy", "kappa"), comp = "pairwise")

## End(Not run)

fdm2id documentation built on July 9, 2023, 6:05 p.m.