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.

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

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Files in this package

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

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