title: "VarSelLCM"author: "Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values"date: "r Sys.Date()"output: rmarkdown::html_vignettevignette: >%\VignetteIndexEntry | Introduction | Mixed-type data analysis | Clustering | Shiny application
Package: VarSelLCM 2.1.3.2
Mohammed Sedki
VarSelLCM: Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values
Full model selection (detection of the relevant features and estimation of the number of clusters) for model-based clustering (see reference here <doi:10.1007/s11222-016-9670-1>). Data to analyze can be continuous, categorical, integer or mixed. Moreover, missing values can occur and do not necessitate any pre-processing. Shiny application permits an easy interpretation of the results.
Authors:
VarSelLCM_2.1.3.2.tar.gz
VarSelLCM_2.1.3.2.zip(r-4.7-x86_64)VarSelLCM_2.1.3.2.zip(r-4.7-arm64)VarSelLCM_2.1.3.2.zip(r-4.6-x86_64)VarSelLCM_2.1.3.2.zip(r-4.6-arm64)VarSelLCM_2.1.3.2.zip(r-4.5-x86_64)
VarSelLCM_2.1.3.2.tgz(r-4.6-x86_64)VarSelLCM_2.1.3.2.tgz(r-4.6-arm64)VarSelLCM_2.1.3.2.tgz(r-4.5-x86_64)VarSelLCM_2.1.3.2.tgz(r-4.5-arm64)
VarSelLCM_2.1.3.2.tar.gz(r-4.7-arm64)VarSelLCM_2.1.3.2.tar.gz(r-4.7-x86_64)VarSelLCM_2.1.3.2.tar.gz(r-4.6-arm64)VarSelLCM_2.1.3.2.tar.gz(r-4.6-x86_64)
VarSelLCM_2.1.3.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
VarSelLCM/json (API)
| # Install 'VarSelLCM' in R: |
| install.packages('VarSelLCM', repos = c('https://r-forge.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://r-forge.r-project.org/projects/varsellcm
Datasets:
- heart - Statlog (Heart) Data Set
Last updated from:485906166c. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 238 | ||
| linux-devel-x86_64 | OK | 234 | ||
| source / vignettes | OK | 391 | ||
| linux-release-arm64 | OK | 227 | ||
| linux-release-x86_64 | OK | 262 | ||
| macos-release-arm64 | OK | 245 | ||
| macos-release-x86_64 | OK | 444 | ||
| macos-oldrel-arm64 | OK | 185 | ||
| macos-oldrel-x86_64 | OK | 433 | ||
| windows-devel-arm64 | OK | 333 | ||
| windows-devel-x86_64 | OK | 309 | ||
| windows-release-arm64 | OK | 368 | ||
| windows-release-x86_64 | OK | 292 | ||
| windows-oldrel-x86_64 | OK | 264 | ||
| wasm-release | OK | 183 |
Exports:AICARIBICcoefcoefficientsfittedfitted.valuesICLMICLplotpredictprintsummaryVarSelClusterVarSelImputationVarSelShiny
Dependencies:base64encbslibcachemclicommonmarkcpp11digestfarverfastmapfontawesomefsggplot2gluegtablehtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticelifecyclemagrittrMatrixmemoisemgcvmimenlmeotelpromisesR6rappdirsRColorBrewerRcppRcppArmadillorlangS7sassscalesshinysourcetoolsvctrsviridisLitewithrxtable
