clues: Clustering Method Based on Local

We developed the clues R package to provide functions for automatically estimating the number of clusters and getting the final cluster partition without any input parameter except the stopping rule for convergence. The package also provides functions to evaluate and compare the performances of partitions of a data set both numerically and graphically.

Install the latest version of this package by entering the following in R:
install.packages("clues")
AuthorFang Chang [aut, ctb], Weiliang Qiu [aut, cre], Vincent Carey [aut, ctb], Ruben H. Zamar [aut, ctb], Ross Lazarus [aut, ctb], Xiaogang Wang [aut, ctb]
Date of publication2016-10-14 08:16:08
MaintainerWeiliang Qiu <stwxq@channing.harvard.edu>
LicenseGPL (>= 2)
Version0.5.9

View on CRAN

Files

inst
inst/CITATION
inst/doc
inst/doc/vignettes
inst/doc/vignettes/WDBC.dat
inst/doc/vignettes/clues.Rnw
inst/doc/vignettes/log_running_time_p.pdf
inst/doc/vignettes/clues.pdf
inst/doc/vignettes/clues.bib
inst/doc/vignettes/log_running_time.pdf
src
src/silhouette3.f95
src/dmedian.f95
src/clustering2.f95
src/sharpen2.f95
src/dsort.f95
src/adjustedRand.c
src/CH.f95
src/chooseK.f95
NAMESPACE
NEWS
data
data/Curve.rda
data/Vowel.rda
data/Ring.rda
data/Maronna.rda
R
R/clues.R R/compClust.R R/clues_sil.R R/clues_CH.R R/shrinking.R R/clustering.R R/rankDist.R R/adjustedRand.R R/view.R
MD5
DESCRIPTION
man
man/get_CH.Rd man/Maronna.Rd man/print.clues.Rd man/shrinking.Rd man/plotAvgCurves.Rd man/Vowel.Rd man/plotCurves.Rd man/plotClusters.Rd man/compClust.Rd man/Ring.Rd man/clustering.Rd man/get_Silhouette.Rd man/plot.clues.Rd man/summary.clues.Rd man/clues.Rd man/adjustedRand.Rd man/Curve.Rd
INDEX

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

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

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