rCBA: CBA Classifier for R

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.

Author
Jaroslav Kuchar [aut, cre]
Date of publication
2015-12-11 13:31:03
Maintainer
Jaroslav Kuchar <jaroslav.kuchar@gmail.com>
License
Apache License (== 2.0)
Version
0.0.1
URLs

View on CRAN

Man pages

pruning
A Pruning function

Files in this package

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