rattle: 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.
Note that RGtk2 and cairoDevice have been archived on CRAN.
See <https://rattle.togaware.com> for installation instructions.
Version:
5.5.1
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年03月21日
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>
NeedsCompilation:
no
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=rattle
to link to this page.