clusteval: Evaluation of Clustering Algorithms

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

Author
John A. Ramey
Date of publication
2012-08-31 17:17:52
Maintainer
John A. Ramey <johnramey@gmail.com>
License
MIT
Version
0.1

View on CRAN

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...

Files in this package

clusteval
clusteval/MD5
clusteval/src
clusteval/src/rcpp_comembership_table.h
clusteval/src/rcpp_comembership_table.cpp
clusteval/src/rcpp_comembership.h
clusteval/src/rcpp_comembership.cpp
clusteval/src/Makevars.win
clusteval/src/Makevars
clusteval/README.md
clusteval/R
clusteval/R/similarity.r
clusteval/R/sim_unif.r
clusteval/R/sim_student.r
clusteval/R/sim_normal.r
clusteval/R/sim_data.r
clusteval/R/random_clustering.r
clusteval/R/helper-boot.r
clusteval/R/comembership.r
clusteval/R/clustomit.r
clusteval/R/clusteval.r
clusteval/NEWS
clusteval/NAMESPACE
clusteval/man
clusteval/man/sim_unif.Rd
clusteval/man/sim_student.Rd
clusteval/man/sim_normal.Rd
clusteval/man/sim_data.Rd
clusteval/man/random_clustering.Rd
clusteval/man/rand_indep.Rd
clusteval/man/jaccard_indep.Rd
clusteval/man/intraclass_cov.Rd
clusteval/man/comembership_table.Rd
clusteval/man/comembership.Rd
clusteval/man/clustomit.Rd
clusteval/man/clusteval.Rd
clusteval/man/cluster_similarity.Rd
clusteval/man/boot_stratified_omit.Rd
clusteval/DESCRIPTION