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.

Install the latest version of this package by entering the following in R:
install.packages("rCBA")
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
https://github.com/jaroslav-kuchar/rCBA

View on CRAN

Functions

pruning Man page

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

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