Graphical User Interface for Data Science in R
Generate the audit dataset.
List the rules corresponding to the rpart decision tree
List the rules corresponding to the rpart decision tree
Perform binning over numeric data
Generate a frequency count of the initial digits
Determine area under a curve (e.g. a risk or recall curve) of a risk c...
List Cluster Centers for a Hierarchical Cluster
Echo data in a human readable form.
Draw nodes of a decision tree
Draw trees from an Ada model
Generate an error matrix from actua and predicted data.
Summarise the performance of a data mining model
A wrapper for plotting rpart trees using prp
Generate a string to add a title to a plot
Model.
Transform a numeric vector by grouping it according to the values of t...
Interal Rattle user interface callbacks.
List the variables used by an adaboost model
List trees from an Ada model
Versions of Installed Packages
Calculate the mode of a vector, array or list.
Plot three lines on a risk chart, one vertical and two horizontal
Plot a risk chart
Print a representation of the Random Forest models to the console
Generate accessible data structure of a randomForest model
Print information about a multinomial model
Display the Rattle User Interface
Extract Rattle and related package information.
Plot a risk chart
Save a plot in some way
Given specific contents of env add other dataset related variables.
Generate a representation of a tree in a Random Forest
Returns a list of the names of the numeric variables in a data frame.
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 Note that RGtk2 and cairoDevice have been archived on CRAN.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.