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averagedOneDependenceEstimators

AODE achieves highly accurate classification by averaging over all of a small space of alternative naive-Bayes-like models that have weaker (and hence less detrimental) independence assumptions than naive Bayes. The resulting algorithm is computationally efficient while delivering highly accurate classification on many learning tasks. For more information, see G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
http://weka.sourceforge.net/doc.packages/averagedOneDependenceEstimators
GNU General Public License 3
University of Waikato, Hamilton, NZ
Janice Boughton
aode webb have 2005 space wang resulting algorithm while naive detrimental over more weaker accurate highly less hence information computationally achieves boughton alternative bayes learning tasks aggregating dependence like machine models many that averaging than assumptions classification delivering independence estimators small efficient
Files download
File Operation
averagedOneDependenceEstimators-1.0.1.jar download
averagedOneDependenceEstimators-1.0.1.pom download
averagedOneDependenceEstimators-1.0.1-sources.jar download
Apache Maven 
<dependency>
  <groupId>nz.ac.waikato.cms.weka</groupId>
  <artifactId>averagedOneDependenceEstimators</artifactId>
  <version>1.0.1</version>
</dependency>
Gradle Groovy 
implementation 'nz.ac.waikato.cms.weka:averagedOneDependenceEstimators:1.0.1'
Gradle Kotlin 
implementation("nz.ac.waikato.cms.weka:averagedOneDependenceEstimators:1.0.1")
Scala SBT 
libraryDependencies += "nz.ac.waikato.cms.weka" % "averagedOneDependenceEstimators" % "1.0.1"
Groovy Grape 
@Grapes(
  @Grab(group='nz.ac.waikato.cms.weka', module='averagedOneDependenceEstimators', version='1.0.1')
)
Apache Ivy 
<dependency org="nz.ac.waikato.cms.weka" name="averagedOneDependenceEstimators" rev="1.0.1" />
Leiningen 
[nz.ac.waikato.cms.weka/averagedOneDependenceEstimators "1.0.1"]
Apache Buildr 
'nz.ac.waikato.cms.weka:averagedOneDependenceEstimators:jar:1.0.1'
Dependencies 
<parent>
  <groupId>org.sonatype.oss</groupId>
  <artifactId>oss-parent</artifactId>
  <version>7</version>
</parent>

compile

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

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

test

|-- junit:junit:3.8.2