rattle (5.2.0)

Graphical User Interface for Data Science in R.


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.

Maintainer: Graham Williams
Author(s): 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)

License: GPL (>= 2)

Uses: dplyr, ggplot2, magrittr, rpart.plot, stringi, stringr, tidyr, XML, Hmisc, Matrix, RColorBrewer, RGtk2, ROCR, RODBC, ada, amap, arules, bitops, cairoDevice, cba, cluster, colorspace, doBy, e1071, ellipse, fBasics, foreign, fpc, gWidgetsRGtk2, gdata, gplots, gtools, kernlab, mice, party, playwith, pmml, psych, randomForest, reshape, rggobi, rpart, survival, tm, verification, biclust, descr, plyr, timeDate, nnet, corrplot, gridExtra, RGtk2Extras, arulesViz, ggdendro, scales, hmeasure, SnowballC, wskm, xgboost, readxl, ggraptR, rattle.data
Reverse depends: mvc
Reverse suggests: pmml, rattle.data, wsrf

Released 7 months ago.