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rattle
View on CRAN: Click
here
Download and install rattle package within the R console
Install from CRAN:
install.packages("rattle")
Install from Github:
library("remotes")
install_github("cran/rattle")
Install by package version:
library("remotes")
install_version("rattle", "5.5.1")
Attach the package and use:
library("rattle")
Maintained by
Graham Williams
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-01-22
Latest Update: 2022-03-21
Description:
The R Analytic Tool To Learn Easily (Rattle) provides a collection of utilities functions for the data scientist. A Gnome (RGtk2) based graphical interface is included with the aim to provide a simple and intuitive introduction to R for data science, allowing a user to quickly load data from a CSV file (or via ODBC), transform and explore the data, build and evaluate models, and export models as PMML (predictive modelling markup language) or as scores. A key aspect of the GUI is that all R commands are logged and commented through the log tab. This can be saved as a standalone R script file and as an aid for the user to learn R or to copy-and-paste directly into R itself. Note that RGtk2 and cairoDevice have been archived on CRAN. See <https://rattle.togaware.com> for installation instructions.
How to cite:
Graham Williams (2013). rattle: Graphical User Interface for Data Science in R. R package version 5.5.1, https://cran.r-project.org/web/packages/rattle
Previous versions and publish date:
2.6.25 (2013-01-22 14:38), 2.6.26 (2013-03-19 07:28), 3.0.2 (2014-02-06 19:31), 3.1.0 (2014-07-18 13:59), 3.3.0 (2014-09-07 09:20), 3.4.1 (2014-12-30 08:50), 3.5.0 (2015-07-14 19:16), 4.0.0 (2015-11-05 08:32), 4.0.5 (2015-11-25 00:13), 4.1.0 (2016-01-26 07:44), 5.1.0 (2017-09-05 09:31), 5.2.0 (2018-08-17 11:40), 5.3.0 (2019-12-16 07:20), 5.4.0 (2020-05-23 13:20)
Other packages that cited rattle R package
View rattle citation profile
Other R packages that rattle depends,
imports, suggests or enhances
Functions, R codes and Examples using
the rattle R package
Some associated functions: acquireAuditData . asRules . asRules.rpart . audit . binning . calcInitialDigitDistr . calculateAUC . centers.hclust . comcat . drawTreeNodes . drawTreesAda . errorMatrix . evaluateRisk . fancyRpartPlot . genPlotTitleCmd . ggVarImp . grouper . internal . listAdaVarsUsed . listTreesAda . listVersions . modalvalue . plotOptimalLine . plotRisk . printRandomForests . randomForest2Rules . rattle . rattle.print.summary.multinom . rattleInfo . riskchart . savePlotToFile . setupDataset . treeset.randomForest . weather . weatherAUS . whichNumerics . wine .
Some associated R codes: acquireAuditData.R . ada.R . ada_gui.R . appendLibLog.R . asRules.rpart.R . associate.R . biclust.R . binning.R . clara.R . cluster.R . comcat.R . ctree.R . data.R . errorMatrix.R . evaluate.R . ewkm.R . execute.R . executeBoxPlot2.R . executeExploreGGRaptR.R . executeHistPlot2.R . executeLogTab.R . executeModelAda.R . executeModelGlm.R . executeModelRF.R . executeModelRxDForest.R . executeModelRxDTree.R . executeModelXGB.R . executePairsPlotSelect2.R . explore.R . export.R . fancyRpartPlot.R . ggVarImp.R . hclust.R . help.R . kmeans.R . loadLibs.R . loadTooltips.R . log.R . model.R . nnet.R . normVarNames.R . projects.R . psfchart.R . random_forest.R . rattle.R . rattleInfo.R . report.R . riskchart.R . rocChart.R . rpart.R . survival.R . test.R . textminer.R . textview.R . transform.R . unloadLibs.R . xgb.R . xgboostFormula.R . zzz.R . Full rattle package functions and examples
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