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.
Version: | 3.2.1 |
Depends: | R (≥ 3.4) |
Imports: | vctrs (≥ 0.2.4), dplyr (≥ 0.8.5), forcats, scales, stringr, rlang (≥ 0.4.5), purrr, magrittr, tidyselect, tibble (≥ 3.0.0), stats, RJSONIO, XML, ggplot2, ggpolypath, reshape, glmnet, FactoMineR, princurve, nloptr, sqldf, randomcoloR, kknn, e1071, gbm, randomForest, rpart, neuralnet, umap, xtable, plotly, ggrepel |
Suggests: | testthat (≥ 2.1.0), knitr, rmarkdown |
Published: | 2023-11-10 |
DOI: | 10.32614/CRAN.package.RSDA |
Author: | Oldemar Rodriguez [aut, cre], Jose Emmanuel Chacon [cph], Carlos Aguero [cph], Jorge Arce [cph] |
Maintainer: | Oldemar Rodriguez <oldemar.rodriguez at ucr.ac.cr> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://oldemarrodriguez.com/ |
NeedsCompilation: | no |
CRAN checks: | RSDA results |
Reference manual: | RSDA.pdf |
Vignettes: |
Instroduction to RSDA packages |
Package source: | RSDA_3.2.1.tar.gz |
Windows binaries: | r-devel: RSDA_3.2.1.zip, r-release: RSDA_3.2.1.zip, r-oldrel: RSDA_3.2.1.zip |
macOS binaries: | r-release (arm64): RSDA_3.2.1.tgz, r-oldrel (arm64): RSDA_3.2.1.tgz, r-release (x86_64): RSDA_3.2.1.tgz, r-oldrel (x86_64): RSDA_3.2.1.tgz |
Old sources: | RSDA archive |
Reverse depends: | ggESDA |
Reverse imports: | symbolicDA |
Reverse suggests: | dataSDA |
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