CRAN/E | MCSim

MCSim

Determine the Optimal Number of Clusters

Installation

About

Identifies the optimal number of clusters by calculating the similarity between two clustering methods at the same number of clusters using the corrected indices of Rand and Jaccard as described in Albatineh and Niewiadomska-Bugaj (2011). The number of clusters at which the index attain its maximum more frequently is a candidate for being the optimal number of clusters.

Key Metrics

Version 1.0
R ≥ 3.1.0
Published 2018-10-08 2038 days ago
Needs compilation? no
License GPL-2
CRAN checks MCSim results

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Maintainer

Maintainer

Ahmed N. Albatineh

aalbatineh@hsc.edu.kw

Authors

Ahmed N. Albatineh
Meredith L. Wilcox
Bashar Zogheib
Magdalena Niewiadomska-Bugaj

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.1.0

Imports

MASS
CircStats
stats
graphics