clusteval: Evaluation of Clustering Algorithms
Version 0.1

An R package that provides a suite of tools to evaluate clustering algorithms, clusterings, and individual clusters.

AuthorJohn A. Ramey
Date of publication2012-08-31 17:17:52
MaintainerJohn A. Ramey <johnramey@gmail.com>
LicenseMIT
Version0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("clusteval")

Getting started

README.md

Popular man pages

cluster_similarity: Computes the similarity between two clusterings of the same...
clusteval: Evaluation of Clustering Algorithms
clustomit: ClustOmit - Cluster Stability Evaluation via Cluster Omission
jaccard_indep: Computes the Jaccard similarity coefficient of two...
rand_indep: Computes the Rand similarity index of two clusterings of the...
random_clustering: Randomly cluster a data set into K clusters.
sim_normal: Generates random variates from multivariate normal...
See all...

All man pages Function index File listing

Man pages

boot_stratified_omit: Creates a list of indices for a stratified nonparametric...
cluster_similarity: Computes the similarity between two clusterings of the same...
clusteval: Evaluation of Clustering Algorithms
clustomit: ClustOmit - Cluster Stability Evaluation via Cluster Omission
comembership: Calculates the comemberships of all pairs of a vector of...
comembership_table: Calculates the 2x2 contingency table of agreements and...
intraclass_cov: Construct an intraclass covariance matrix.
jaccard_indep: Computes the Jaccard similarity coefficient of two...
rand_indep: Computes the Rand similarity index of two clusterings of the...
random_clustering: Randomly cluster a data set into K clusters.
sim_data: Wrapper function to generate data from a variety of...
sim_normal: Generates random variates from multivariate normal...
sim_student: Generates random variates from multivariate Student's t...
sim_unif: Generates random variates from five multivariate uniform...

Functions

boot_stratified_omit Man page Source code
cluster_similarity Man page Source code
clusteval Man page
clusteval-package Man page
clustomit Man page Source code
comembership Man page Source code
comembership_table Man page Source code
intraclass_cov Man page Source code
jaccard_indep Man page Source code
package-clusteval Man page
rand_indep Man page Source code
random_clustering Man page Source code
sim_data Man page Source code
sim_normal Man page Source code
sim_student Man page Source code
sim_unif Man page Source code

Files

MD5
src
src/rcpp_comembership_table.h
src/rcpp_comembership_table.cpp
src/rcpp_comembership.h
src/rcpp_comembership.cpp
src/Makevars.win
src/Makevars
README.md
R
R/similarity.r
R/sim_unif.r
R/sim_student.r
R/sim_normal.r
R/sim_data.r
R/random_clustering.r
R/helper-boot.r
R/comembership.r
R/clustomit.r
R/clusteval.r
NEWS
NAMESPACE
man
man/sim_unif.Rd
man/sim_student.Rd
man/sim_normal.Rd
man/sim_data.Rd
man/random_clustering.Rd
man/rand_indep.Rd
man/jaccard_indep.Rd
man/intraclass_cov.Rd
man/comembership_table.Rd
man/comembership.Rd
man/clustomit.Rd
man/clusteval.Rd
man/cluster_similarity.Rd
man/boot_stratified_omit.Rd
DESCRIPTION
clusteval documentation built on May 19, 2017, 10:17 p.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.