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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 Note that RGtk2 and cairoDevice have been archived on CRAN.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 |
| Reference manual: | rattle.pdf |
| Vignettes: |
Rattle Quick Start Guide |
| Package source: | rattle_5.5.1.tar.gz |
| Windows binaries: | r-devel: rattle_5.5.1.zip, r-release: rattle_5.5.1.zip, r-oldrel: rattle_5.5.1.zip |
| macOS binaries: | r-release (arm64): rattle_5.5.1.tgz, r-oldrel (arm64): rattle_5.5.1.tgz, r-release (x86_64): rattle_5.5.1.tgz, r-oldrel (x86_64): rattle_5.5.1.tgz |
| Old sources: | rattle archive |
| Reverse suggests: | pmml |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.