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Note that RGtk2 and cairoDevice have been archived on CRAN.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 |