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rsubgroup (version 0.5)

Subgroup Discovery and Analytics

Description

A collection of efficient and effective tools and algorithms for subgroup discovery and analytics. The package integrates an R interface to the org.vikamine.kernel library of the VIKAMINE system (http://www.vikamine.org) implementing subgroup discovery, pattern mining and analytics in Java.

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Version

Install

install.packages('rsubgroup')

Monthly Downloads

143

Version

0.5

License

GPL (>= 3)

Maintainer

Martin Atzmueller

Last Published

August 6th, 2014

Functions in rsubgroup (0.5)

CreateSDTask

Creates a Subgroup Discovery Task
ToDataFrame

Transforms patterns into a data frame
credit.data

Statlog (German Credit Data) Data Set
SDTaskConfig-class

Class ``SDTaskConfig'' --- A Set of Configuration Settings
DiscoverSubgroupsByTask

Performs Subgroup Discovery for a given Task
Pattern-class

Class ``Pattern'' --- A Simple Subgroup Description Container
DiscoverSubgroups

Performs Subgroup Discovery
as.target

Constructs a target variable (for subgroup discovery)
rsubgroup

rsubgroup Package - Algorithms and Tools for Efficient Subgroup Discovery and Analytics