rCBA: CBA Classifier for R
Version 0.0.1

Provides implementations of rule pruning algorithms based on the "Classification Based on Associations" (CBA). It can be used for building classification models from association rules. Rules are pruned in the order of precedence given by the sort criteria and a default rule is added. CBA was originally proposed by Liu, B. Hsu, W. and Ma, Y (1998). Integrating Classification and Association Rule Mining. Proceedings KDD-98, New York, 27-31 August. AAAI. pp80-86.

AuthorJaroslav Kuchar [aut, cre]
Date of publication2015-12-11 13:31:03
MaintainerJaroslav Kuchar <jaroslav.kuchar@gmail.com>
LicenseApache License (== 2.0)
Version0.0.1
URL https://github.com/jaroslav-kuchar/rCBA
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rCBA")

Popular man pages

pruning: A Pruning function
See all...

All man pages Function index File listing

Man pages

pruning: A Pruning function

Functions

init Source code
onLoad Source code
pruning Man page Source code

Files

inst
inst/java
inst/java/lib
inst/java/lib/aopalliance-1.0.jar
inst/java/lib/commons-lang3-3.3.2.jar
inst/java/lib/spring-boot-starter-test-1.2.3.RELEASE.jar
inst/java/lib/hamcrest-library-1.3.jar
inst/java/lib/logback-core-1.1.3.jar
inst/java/lib/jul-to-slf4j-1.7.11.jar
inst/java/lib/spring-aop-4.1.6.RELEASE.jar
inst/java/lib/spring-boot-autoconfigure-1.2.3.RELEASE.jar
inst/java/lib/objenesis-2.1.jar
inst/java/lib/snakeyaml-1.14.jar
inst/java/lib/spring-core-4.1.6.RELEASE.jar
inst/java/lib/mockito-core-1.10.19.jar
inst/java/lib/jcl-over-slf4j-1.7.11.jar
inst/java/lib/junit-4.12.jar
inst/java/lib/log4j-over-slf4j-1.7.11.jar
inst/java/lib/hamcrest-core-1.3.jar
inst/java/lib/spring-boot-starter-1.2.3.RELEASE.jar
inst/java/lib/spring-expression-4.1.6.RELEASE.jar
inst/java/lib/spring-boot-starter-logging-1.2.3.RELEASE.jar
inst/java/lib/spring-beans-4.1.6.RELEASE.jar
inst/java/lib/spring-test-4.1.6.RELEASE.jar
inst/java/lib/logback-classic-1.1.3.jar
inst/java/lib/spring-context-4.1.6.RELEASE.jar
inst/java/lib/spring-boot-1.2.3.RELEASE.jar
inst/java/lib/slf4j-api-1.7.11.jar
inst/java/lib/opencsv-3.3.jar
inst/java/conf
inst/java/conf/logback.xml
inst/java/classes
inst/java/classes/cz
inst/java/classes/cz/jkuchar
inst/java/classes/cz/jkuchar/rcba
inst/java/classes/cz/jkuchar/rcba/r
inst/java/classes/cz/jkuchar/rcba/r/RSpring.class
inst/java/classes/cz/jkuchar/rcba/r/RPruning.class
inst/java/classes/cz/jkuchar/rcba/Application.class
inst/java/classes/cz/jkuchar/rcba/pruning
inst/java/classes/cz/jkuchar/rcba/pruning/M2CBA.class
inst/java/classes/cz/jkuchar/rcba/pruning/M1CBA$1.class
inst/java/classes/cz/jkuchar/rcba/pruning/CBAM2Box$1.class
inst/java/classes/cz/jkuchar/rcba/pruning/CBAM2Box$2.class
inst/java/classes/cz/jkuchar/rcba/pruning/DCBrCBA.class
inst/java/classes/cz/jkuchar/rcba/pruning/ASet.class
inst/java/classes/cz/jkuchar/rcba/pruning/M1CBA.class
inst/java/classes/cz/jkuchar/rcba/pruning/CBAM2Box.class
inst/java/classes/cz/jkuchar/rcba/pruning/Tuple.class
inst/java/classes/cz/jkuchar/rcba/pruning/M2CBA$1.class
inst/java/classes/cz/jkuchar/rcba/pruning/CBAM2Box$3.class
inst/java/classes/cz/jkuchar/rcba/pruning/Pruning.class
inst/java/classes/cz/jkuchar/rcba/rules
inst/java/classes/cz/jkuchar/rcba/rules/Rule.class
inst/java/classes/cz/jkuchar/rcba/rules/BadRuleFormatException.class
inst/java/classes/cz/jkuchar/rcba/rules/Item.class
inst/java/classes/cz/jkuchar/rcba/rules/RuleEngine.class
NAMESPACE
NEWS
R
R/pruning.R
MD5
java
java/src
java/src/main
java/src/main/java
java/src/main/java/cz
java/src/main/java/cz/jkuchar
java/src/main/java/cz/jkuchar/rcba
java/src/main/java/cz/jkuchar/rcba/r
java/src/main/java/cz/jkuchar/rcba/r/RSpring.java
java/src/main/java/cz/jkuchar/rcba/r/RPruning.java
java/src/main/java/cz/jkuchar/rcba/pruning
java/src/main/java/cz/jkuchar/rcba/pruning/Pruning.java
java/src/main/java/cz/jkuchar/rcba/pruning/Tuple.java
java/src/main/java/cz/jkuchar/rcba/pruning/ASet.java
java/src/main/java/cz/jkuchar/rcba/pruning/CBAM2Box.java
java/src/main/java/cz/jkuchar/rcba/pruning/DCBrCBA.java
java/src/main/java/cz/jkuchar/rcba/pruning/M2CBA.java
java/src/main/java/cz/jkuchar/rcba/pruning/M1CBA.java
java/src/main/java/cz/jkuchar/rcba/rules
java/src/main/java/cz/jkuchar/rcba/rules/Item.java
java/src/main/java/cz/jkuchar/rcba/rules/BadRuleFormatException.java
java/src/main/java/cz/jkuchar/rcba/rules/RuleEngine.java
java/src/main/java/cz/jkuchar/rcba/rules/Rule.java
java/src/main/java/cz/jkuchar/rcba/Application.java
java/src/test
java/src/test/java
java/src/test/java/cz
java/src/test/java/cz/jkuchar
java/src/test/java/cz/jkuchar/rcba
java/src/test/java/cz/jkuchar/rcba/pruning
java/src/test/java/cz/jkuchar/rcba/pruning/PruningTest.java
java/src/test/java/cz/jkuchar/rcba/rules
java/src/test/java/cz/jkuchar/rcba/rules/RuleTest.java
java/src/test/java/cz/jkuchar/rcba/rules/RuleEngineTest.java
java/src/test/java/cz/jkuchar/rcba/TestConfiguration.java
java/src/test/resources
java/src/test/resources/train.csv
java/src/test/resources/rules.csv
java/update.sh
java/pom.xml
DESCRIPTION
man
man/pruning.Rd
rCBA documentation built on May 19, 2017, 11:49 a.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.