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 Note that RGtk2 and cairoDevice have been archived on CRAN.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.
| Version: | 5.5.1 |
| Depends: | R (≥ 3.5.0),tibble,bitops |
| Imports: | stats, utils,ggplot2, grDevices, graphics,magrittr, methods,stringi,stringr,tidyr,dplyr,XML,rpart.plot |
| Suggests: | pmml (≥ 1.2.13),colorspace,ada,amap,arules,arulesViz,biclust, cairoDevice,cba,cluster,corrplot,descr,doBy,e1071,ellipse,fBasics,foreign,fpc,gdata,ggdendro,gplots, grid,gridExtra,gtools,Hmisc,janitor,kernlab,Matrix,mice,nnet,party,plyr,psych, RGtk2,randomForest,RColorBrewer,readxl,reshape,ROCR,RODBC,rpart,scales,SnowballC,survival,timeDate,tm,xgboost |
| Published: | 2022-03-21 |
| DOI: | 10.32614/CRAN.package.rattle |
| Author: | Graham Williams [aut, cph, cre], Mark Vere Culp [cph], Ed Cox [ctb], Anthony Nolan [ctb], Denis White [cph], Daniele Medri [ctb], Akbar Waljee [ctb] (OOB AUC for Random Forest), Brian Ripley [cph] (print.summary.nnet), Jose Magana [ctb] (ggpairs plots), Surendra Tipparaju [ctb] (initial RevoScaleR/XDF), Durga Prasad Chappidi [ctb] (initial RevoScaleR/XDF), Dinesh Manyam Venkata [ctb] (initial RevoScaleR/XDF), Mrinal Chakraborty [ctb] (initial RevoScaleR/XDF), Fang Zhou [ctb] (initial xgboost), Cameron Chisholm [ctb] (risk plot on risk chart) |
| Maintainer: | Graham Williams <Graham.Williams at togaware.com> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://rattle.togaware.com/ |
| NeedsCompilation: | no |
| Citation: | rattle citation info |
| Materials: | NEWS |
| CRAN checks: | rattle results |