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lazyBayesianRules

Lazy Bayesian Rules Classifier. The naive Bayesian classifier provides a simple and effective approach to classifier learning, but its attribute independence assumption is often violated in the real world. Lazy Bayesian Rules selectively relaxes the independence assumption, achieving lower error rates over a range of learning tasks. LBR defers processing to classification time, making it a highly efficient and accurate classification algorithm when small numbers of objects are to be classified. For more information, see: Zijian Zheng, G. Webb (2000). Lazy Learning of Bayesian Rules. Machine Learning. 4(1):53-84.

License

License
Categories

Categories

Weka Business Logic Libraries Machine Learning
GroupId

GroupId

nz.ac.waikato.cms.weka
ArtifactId

ArtifactId

lazyBayesianRules
Last Version

Last Version

1.0.2
Release Date

Release Date
Type

Type

jar
Description

Description

lazyBayesianRules
Lazy Bayesian Rules Classifier. The naive Bayesian classifier provides a simple and effective approach to classifier learning, but its attribute independence assumption is often violated in the real world. Lazy Bayesian Rules selectively relaxes the independence assumption, achieving lower error rates over a range of learning tasks. LBR defers processing to classification time, making it a highly efficient and accurate classification algorithm when small numbers of objects are to be classified. For more information, see: Zijian Zheng, G. Webb (2000). Lazy Learning of Bayesian Rules. Machine Learning. 4(1):53-84.
Project URL

Project URL

http://weka.sourceforge.net/doc.packages/lazyBayesianRules
Project Organization

Project Organization

University of Waikato, Hamilton, NZ

Download lazyBayesianRules

Filename Size
lazyBayesianRules-1.0.2.pom
lazyBayesianRules-1.0.2.jar 13 KB
lazyBayesianRules-1.0.2-tests.jar 4 KB
lazyBayesianRules-1.0.2-test-sources.jar 1 KB
lazyBayesianRules-1.0.2-sources.jar 9 KB
lazyBayesianRules-1.0.2-javadoc.jar 36 KB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/lazyBayesianRules/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>lazyBayesianRules</artifactId>
    <version>1.0.2</version>
</dependency>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/lazyBayesianRules/
implementation 'nz.ac.waikato.cms.weka:lazyBayesianRules:1.0.2'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/lazyBayesianRules/
implementation ("nz.ac.waikato.cms.weka:lazyBayesianRules:1.0.2")
'nz.ac.waikato.cms.weka:lazyBayesianRules:jar:1.0.2'
<dependency org="nz.ac.waikato.cms.weka" name="lazyBayesianRules" rev="1.0.2">
  <artifact name="lazyBayesianRules" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='lazyBayesianRules', version='1.0.2')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "lazyBayesianRules" % "1.0.2"
[nz.ac.waikato.cms.weka/lazyBayesianRules "1.0.2"]

Dependencies

compile (1)

Group / Artifact Type Version
nz.ac.waikato.cms.weka : weka-dev jar [3.7.1,)

test (2)

Group / Artifact Type Version
nz.ac.waikato.cms.weka : weka-dev test-jar [3.7.1,)
junit : junit jar 3.8.2

Project Modules

There are no modules declared in this project.

Versions

Version
1.0.2
1.0.1