Package: clusterindices 1.0
Michail Tsagris
clusterindices: Cluster Validity Indices
Numerous indices to choose the optimal number of clusters when performing k-means. Relevant papers include: Tsagris M. and Kontemeniotis N. (2025). Lobachevskii Journal of Mathematics <doi:10.1134/S1995080225613700>. Garcia-Escudero Luis A., Gordaliza Alfonso, Matran Carlos, Mayo-Iscar Agustin. (2008) <doi:10.1214/07-AOS515>.
Authors:
clusterindices_1.0.tar.gz
clusterindices_1.0.tar.gz(r-4.7-any)clusterindices_1.0.tar.gz(r-4.6-any)
clusterindices_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
clusterindices/json (API)
| # Install 'clusterindices' in R: |
| install.packages('clusterindices', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:80fb040e46. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 179 | ||
| source / vignettes | OK | 230 | ||
| linux-release-x86_64 | OK | 177 | ||
| wasm-release | OK | 157 |
Exports:cikmeansclust.plotindex_maxindex_min
Dependencies:abindbackportsbase64encBHbootbroombslibcachemcarcarDatacliclustercolorspacecorrplotcowplotcpp11crosstalkdendextendDerivdigestdoBydplyrDTellipseemmeansestimabilityevaluatefactoextraFactoMineRfarverfastmapflashClustfontawesomeforecastFormulafracdifffsgenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtablehighrhtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevalleapslifecyclelme4lmtestlowmemtkmeansmagrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmultcompViewmvtnormnlmenloptrnnetnumDerivotelpbkrtestpillarpkgconfigpolynompromisespurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRdpackreformulasRfastRfast2rlangrmarkdownRnanoflannrstatixS7sassscalesscatterplot3dSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDatetinytexurcautf8vctrsviridisviridisLitewithrxfunyamlziggzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Cluster Validity Indices | clusterindices-package |
| The K-means algorithm with cluster indices computed | cikmeans |
| Visualization of the K-means algorithm results | clust.plot |
| Cluster indices (maximal valued) for the K-means algorithm | index_max |
| Cluster indices (minimial valued) for the K-means algorithm | index_min |