Other packages > Find by keyword >

RclusTool  

Graphical Toolbox for Clustering and Classification of Data Frames
View on CRAN: Click here


Download and install RclusTool package within the R console
Install from CRAN:
install.packages("RclusTool")

Install from Github:
library("remotes")
install_github("cran/RclusTool")

Install by package version:
library("remotes")
install_version("RclusTool", "0.91.61")



Attach the package and use:
library("RclusTool")
Maintained by
Pierre-Alexandre Hebert
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-11-06
Latest Update:
Description:
Graphical toolbox for clustering and classification of data frames. It proposes a graphical interface to process clustering and classification methods on features data-frames, and to view initial data as well as resulted cluster or classes. According to the level of available labels, different approaches are proposed: unsupervised clustering, semi-supervised clustering and supervised classification. To assess the processed clusters or classes, the toolbox can import and show some supplementary data formats: either profile/time series, or images. These added information can help the expert to label clusters (clustering), or to constrain data frame rows (semi-supervised clustering), using Constrained spectral embedding algorithm by Wacquet et al. (2013) and the methodology provided by Wacquet et al. (2013) .
How to cite:
Pierre-Alexandre Hebert (2019). RclusTool: Graphical Toolbox for Clustering and Classification of Data Frames. R package version 0.91.61, https://cran.r-project.org/web/packages/RclusTool. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:21), 0.91.1 (2019-12-12 10:20), 0.91.2 (2020-01-09 14:50), 0.91.3 (2020-02-04 17:20), 0.91.4 (2022-08-18 14:30), 0.91.5 (2022-08-29 10:40), 0.91.6 (2024-02-27 20:10), 0.91.61 (2025-05-13 09:50), 0.91 (2019-11-06 15:50)
Other packages that cited RclusTool R package
View RclusTool citation profile
Other R packages that RclusTool depends, imports, suggests or enhances
Complete documentation for RclusTool
Functions, R codes and Examples using the RclusTool R package
Some associated functions: ElbowFinder . ElbowPlot . FindNumberK . KmeansAutoElbow . KmeansQuick . KwaySSSC . MainWindow . RclusToolGUI . abdPlot . abdPlotTabs . abdPlotTabsGUI . addClustering . addIds2Sampling . addOperation . analyzePlot . applyPreprocessing . bipartitionShi . buildBatchTab . buildClusteringSample . buildConstraintsMatrix . buildImportTab . buildNameOperation . buildPreprocessTab . buildSemisupTab . buildUnsupTab . buildsupTab . clusterDensity . clusterSummary . computeCKmeans . computeCSC . computeEM . computeGap . computeGap2 . computeGaussianSimilarity . computeGaussianSimilarityZP . computeItemsSample . computeItemsSampleGUI . computeKmeans . computePcaNbDims . computePcaSample . computeSampling . computeSemiSupervised . computeSpectralEmbeddingSample . computeSupervised . computeUnSupervised . convNamesPairsToIndexPairs . convNamesToIndex . cor.mtest . countItems . countItemsSampleGUI . createResFolder . critMNCut . detailOperation . dot-logoFrame . dropTrainSetVars . extractFeaturesFromSummary . extractProtos . featSpaceNameConvert . formatLabelSample . formatParameterList . guessFileEncoding . imgClassif . importLabelSample . importSample . initBatchTab . initImportTab . initParameters . initPreprocessTab . initSemisupTab . initSupTab . initUnsupTab . itemsModel . listDerivableFeatureSpaces . loadPreprocessFile . loadPreviousRes . loadSample . loadSummary . makeFeatureSpaceOperations . makeTitle . matchNames . measureConstraintsOk . measureMNCut . messageConsole . nameClusters . plotDensity2D . plotProfile . plotProfileExtract . plotSampleFeatures . previewCSVfile . purgeSample . readTrainSet . removeZeros . saveCalcul . saveClustering . saveCounts . saveLogFile . saveManualProtos . savePreprocess . saveSummary . search.neighbour . sigClassif . sortCharAsNum . sortLabel . spectralClustering . spectralClusteringNg . spectralEmbeddingNg . tk2add.notetab . tk2delete.notetab . tk2draw.notetab . tk2notetab.RclusTool . tkEmptyLine . tkrplot.RclusTool . tkrreplot.RclusTool . toStringDataFrame . updateClustersNames . visualizeSampleClustering . 
Some associated R codes: KmeansAutoElbow.R . RclusTool.R . batchTab.R . codeSSSC.R . codeSpectral.R . importTab.R . parameters.R . preprocessTab.R . sampleBuilding.R . sampleClustering.R . sampleCompute.R . sampleView.R . semisupTab.R . semisupervised.R . supTab.R . supervised.R . unsupTab.R . unsupervised.R .  Full RclusTool package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA