Package: RclusTool 0.91.6

Pierre-Alexandre Hebert

RclusTool: Graphical Toolbox for Clustering and Classification of Data Frames

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) <doi:10.1016/j.patrec.2013.02.003> and the methodology provided by Wacquet et al. (2013) <doi:10.1007/978-3-642-35638-4_21>.

Authors:Guillaume Wacquet [aut], Pierre-Alexandre Hebert [aut, cre], Emilie Poisson [aut], Pierre Talon [aut]

RclusTool_0.91.6.tar.gz
RclusTool_0.91.6.tar.gz(r-4.5-noble)RclusTool_0.91.6.tar.gz(r-4.4-noble)
RclusTool_0.91.6.tgz(r-4.4-emscripten)RclusTool_0.91.6.tgz(r-4.3-emscripten)
RclusTool.pdf |RclusTool.html
RclusTool/json (API)

# Install 'RclusTool' in R:
install.packages('RclusTool', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 205 downloads 115 exports 126 dependencies

Last updated 10 months agofrom:1163374f5c. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 24 2024
R-4.5-linuxOKDec 24 2024

Exports:abdPlotabdPlotTabsabdPlotTabsGUIaddClusteringaddIds2SamplingaddOperationanalyzePlotapplyPreprocessingbipartitionShibuildBatchTabbuildClusteringSamplebuildConstraintsMatrixbuildImportTabbuildNameOperationbuildPreprocessTabbuildSemisupTabbuildsupTabbuildUnsupTabclusterDensityclusterSummarycomputeCKmeanscomputeCSCcomputeEMcomputeGapcomputeGap2computeGaussianSimilaritycomputeGaussianSimilarityZPcomputeItemsSamplecomputeItemsSampleGUIcomputeKmeanscomputePcaNbDimscomputePcaSamplecomputeSamplingcomputeSemiSupervisedcomputeSpectralEmbeddingSamplecomputeSupervisedcomputeUnSupervisedconvNamesPairsToIndexPairsconvNamesToIndexcor.mtestcountItemscountItemsSampleGUIcreateResFoldercritMNCutdetailOperationdropTrainSetVarsElbowFinderElbowPlotextractFeaturesFromSummaryextractProtosfeatSpaceNameConvertFindNumberKformatLabelSampleformatParameterListguessFileEncodingimgClassifimportLabelSampleimportSampleinitBatchTabinitImportTabinitParametersinitPreprocessTabinitSemisupTabinitSupTabinitUnsupTabitemsModelKmeansAutoElbowKmeansQuickKwaySSSClistDerivableFeatureSpacesloadPreprocessFileloadPreviousResloadSampleloadSummaryMainWindowmakeFeatureSpaceOperationsmakeTitlematchNamesmeasureConstraintsOkmeasureMNCutmessageConsolenameClustersplotDensity2DplotProfileplotProfileExtractplotSampleFeaturespreviewCSVfilepurgeSampleRclusToolGUIreadTrainSetremoveZerossaveCalculsaveClusteringsaveCountssaveLogFilesaveManualProtossavePreprocesssaveSummarysearch.neighboursigClassifsortCharAsNumsortLabelspectralClusteringspectralClusteringNgspectralEmbeddingNgtk2add.notetabtk2delete.notetabtk2draw.notetabtk2notetab.RclusTooltkEmptyLinetkrplot.RclusTooltkrreplot.RclusTooltoStringDataFrameupdateClustersNamesvisualizeSampleClustering

Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDataclasscliclustercolorspaceconclustcorrplotcowplotcpp11crosstalkdendextendDerivdigestdoBydplyrDTe1071ellipseemmeansestimabilityevaluatefactoextraFactoMineRfansifarverfastmapflashClustfontawesomeFormulafsgenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtablehighrhtmltoolshtmlwidgetshttpuvisobandjpegjquerylibjsonliteknitrlabelinglaterlatticelazyevalleapslifecyclelme4magrittrMASSMatrixMatrixModelsmclustmdamemoisemgcvmicrobenchmarkmimeminqammandmodelrmultcompViewmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigplyrpngpolynompromisesproxypurrrquantregR6randomForestrappdirsRColorBrewerRcppRcppEigenreshapereshape2rlangrmarkdownrstatixsassscalesscatterplot3dSearchTreesspSparseMstringistringrsurvivaltcltk2tibbletidyrtidyselecttinytextkrplotutf8vctrsviridisviridisLitewithrxfunyaml