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	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	lazyBayesianRules
Last Version	1.0.2
Release Date	Apr 26, 2012
Type	jar
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	http://weka.sourceforge.net/doc.packages/lazyBayesianRules
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

How to add to project

Apache Maven

<!-- 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>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/lazyBayesianRules/
implementation 'nz.ac.waikato.cms.weka:lazyBayesianRules:1.0.2'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/lazyBayesianRules/
implementation ("nz.ac.waikato.cms.weka:lazyBayesianRules:1.0.2")

Apache Buildr

'nz.ac.waikato.cms.weka:lazyBayesianRules:jar:1.0.2'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="lazyBayesianRules" rev="1.0.2">
  <artifact name="lazyBayesianRules" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='lazyBayesianRules', version='1.0.2')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "lazyBayesianRules" % "1.0.2"

Leiningen

[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 Apr 26, 2012
1.0.1 Apr 24, 2012