Package: RSDA 3.2.1
Oldemar Rodriguez
RSDA: R to Symbolic Data Analysis
Symbolic Data Analysis (SDA) was proposed by professor Edwin Diday in 1987, the main purpose of SDA is to substitute the set of rows (cases) in the data table for a concept (second order statistical unit). This package implements, to the symbolic case, certain techniques of automatic classification, as well as some linear models.
Authors:
RSDA_3.2.1.tar.gz
RSDA_3.2.1.tar.gz(r-4.5-noble)RSDA_3.2.1.tar.gz(r-4.4-noble)
RSDA_3.2.1.tgz(r-4.4-emscripten)RSDA_3.2.1.tgz(r-4.3-emscripten)
RSDA.pdf |RSDA.html✨
RSDA/json (API)
# Install 'RSDA' in R: |
install.packages('RSDA', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- Cardiological - Cardiological data example
- USCrime - Us crime classic data table
- VeterinaryData - Symbolic interval data example
- abalone - SODAS XML data file.
- cardiologicalv2 - Cardiological data example
- ex1_db2so - Data example to generate symbolic objets
- ex_cfa1 - Correspondence Analysis Example
- ex_cfa2 - Correspondence Analysis Example
- ex_mcfa1 - Multiple Correspondence Analysis Example
- ex_mcfa2 - Multiple Correspondence Analysis Example
- example1 - Data Example 1
- example2 - Data Example 2
- example3 - Data Example 3
- example4 - Data Example 4
- example5 - Data Example 5
- example6 - Data Example 6
- example7 - Data Example 7
- facedata - Face Data Example
- hardwoodBrito - Hard Wood Data Example
- int_prost_test - Linear regression model data example.
- int_prost_train - Linear regression model data example.
- lynne1 - Symbolic interval data example.
- oils - Ichino Oils example data.
- uscrime_int - Us crime interval data table.
- uscrime_intv2 - Us crime interval data table.
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:7b160582ec. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 04 2024 |
R-4.5-linux | OK | Dec 04 2024 |
Exports:%>%calc.burt.symcalculate.quantils.RSDAclassic.to.symcordeter.coefficientget_catsget_propsHistRSDAToEcdfinterval.centersinterval.histogram.plotinterval.largeinterval.lengthinterval.maxinterval.mininterval.rangesis.sym.histogramis.sym.intervalis.sym.modalis.sym.setmap_symbolic_tblmcfa.scatterplotmethod_summarypca.supplementary.vertex.lambda.fun.jPercentil.Arrow.plotquantiles.RSDAquantiles.RSDA.KSR2.LR2.Uread.sym.tableRMSE.LRMSE.UsdSDS.to.RSDASODAS.to.RSDAsym.all.quantiles.mesh3D.plotsym.all.quantiles.plotsym.circle.plotsym.dist.intervalsym.gbmsym.glmsym.histogramsym.histogram.pcasym.intervalsym.interval.pcsym.interval.pc.limitssym.kmeanssym.knnsym.lmsym.mcfasym.modalsym.nnetsym.pcaSym.PCA.Hist.PCA.k.plotsym.predictsym.quantiles.PCA.plotsym.radar.datasym.radar.plotsym.rfsym.rtsym.scatterplotsym.setsym.svmsym.umapsym.varvarvariance.princ.curvevec_ptype_abbr.symbolic_histogramvec_ptype_abbr.symbolic_intervalvec_ptype_abbr.symbolic_modalvec_ptype_abbr.symbolic_setvec_ptype_full.symbolic_histogramvec_ptype_full.symbolic_intervalvec_ptype_full.symbolic_modalvec_ptype_full.symbolic_setweighted.center.Hist.RSDAwrite.sym.table
Dependencies:abindaskpassbackportsbase64encbitbit64blobbootbroombslibcachemcarcarDatachronclasscliclustercodetoolscolorspacecowplotcpp11crosstalkcurldata.tableDBIDerivdigestdoBydplyrDTe1071ellipseemmeansestimabilityevaluateFactoMineRfansifarverfastmapflashClustfontawesomeforcatsforeachFormulafsgbmgenericsggplot2ggpolypathggrepelglmnetgluegsubfngtableherehighrhtmltoolshtmlwidgetshttpuvhttrigraphisobanditeratorsjquerylibjsonlitekknnknitrlabelinglaterlatticelazyevalleapslifecyclelme4magrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmultcompViewmunsellmvtnormneuralnetnlmenloptrnnetnumDerivopensslpbkrtestpillarpkgconfigplogrplotlyplyrpngprincurvepromisesprotoproxypurrrquantregR6randomcoloRrandomForestrappdirsRColorBrewerRcppRcppEigenRcppTOMLreshapereticulateRJSONIOrlangrmarkdownrpartrprojrootRSpectraRSQLiteRtsnesassscalesscatterplot3dshapeSparseMsqldfstringistringrsurvivalsystibbletidyrtidyselecttinytexumaputf8V8vctrsviridisLitewithrxfunXMLxtableyaml