mvncenter: nz.ac.waikato.cms.weka:lazyBayesianRules:1.0.2

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.

文件名	操作
lazyBayesianRules-1.0.2.jar	下载
lazyBayesianRules-1.0.2.pom	下载
lazyBayesianRules-1.0.2-sources.jar	下载

Apache Maven

<dependency>
  <groupId>nz.ac.waikato.cms.weka</groupId>
  <artifactId>lazyBayesianRules</artifactId>
  <version>1.0.2</version>
</dependency>

Gradle Groovy

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

Gradle Kotlin

implementation("nz.ac.waikato.cms.weka:lazyBayesianRules:1.0.2")

Scala SBT

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

Groovy Grape

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

Apache Ivy

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

Leiningen

[nz.ac.waikato.cms.weka/lazyBayesianRules "1.0.2"]

Apache Buildr

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

本项目依赖

<parent>
  <groupId>org.sonatype.oss</groupId>
  <artifactId>oss-parent</artifactId>
  <version>7</version>
</parent>

compile

|-- nz.ac.waikato.cms.weka:weka-dev

test

|-- nz.ac.waikato.cms.weka:weka-dev

|-- junit:junit:3.8.2

lazyBayesianRules

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

GNU General Public License 3

University of Waikato, Hamilton, NZ

Zhihai Wang