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rsubgroup (version 1.1)

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 implementing subgroup discovery, pattern mining and analytics in Java.

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Version

Install

install.packages('rsubgroup')

Monthly Downloads

143

Version

1.1

License

GPL (>= 3)

Maintainer

Martin Atzmueller

Last Published

February 23rd, 2021

Functions in rsubgroup (1.1)

Pattern-class

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

rsubgroup Package - Algorithms and Tools for Efficient Subgroup Discovery and Analytics
as.target

Constructs a target variable (for subgroup discovery)
ToDataFrame

Transforms patterns into a data frame
credit.data

Statlog (German Credit Data) Data Set
CreateSDTask

Creates a Subgroup Discovery Task
DiscoverSubgroups

Performs Subgroup Discovery
SDTaskConfig-class

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

Creates a Subgroup Discovery Task Configuration
is.pattern.matching

Tests whether a pattern and a data list (row of a data frame) match
DiscoverSubgroupsByTask

Performs Subgroup Discovery for a given Task