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.

License	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	averagedOneDependenceEstimators
Last Version	1.2.1
Release Date	Jul 20, 2012
Type	jar
Description	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.
Project URL	http://weka.sourceforge.net/doc.packages/averagedOneDependenceEstimators
Project Organization	University of Waikato, Hamilton, NZ

Download averagedOneDependenceEstimators

Filename	Size
averagedOneDependenceEstimators-1.2.1.pom
averagedOneDependenceEstimators-1.2.1.jar	22 KB
averagedOneDependenceEstimators-1.2.1-tests.jar	5 KB
averagedOneDependenceEstimators-1.2.1-test-sources.jar	3 KB
averagedOneDependenceEstimators-1.2.1-sources.jar	18 KB
averagedOneDependenceEstimators-1.2.1-javadoc.jar	44 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/averagedOneDependenceEstimators/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>averagedOneDependenceEstimators</artifactId>
    <version>1.2.1</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/averagedOneDependenceEstimators/
implementation 'nz.ac.waikato.cms.weka:averagedOneDependenceEstimators:1.2.1'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/averagedOneDependenceEstimators/
implementation ("nz.ac.waikato.cms.weka:averagedOneDependenceEstimators:1.2.1")

Apache Buildr

'nz.ac.waikato.cms.weka:averagedOneDependenceEstimators:jar:1.2.1'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="averagedOneDependenceEstimators" rev="1.2.1">
  <artifact name="averagedOneDependenceEstimators" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='averagedOneDependenceEstimators', version='1.2.1')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "averagedOneDependenceEstimators" % "1.2.1"

Leiningen

[nz.ac.waikato.cms.weka/averagedOneDependenceEstimators "1.2.1"]

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
1.2.1 Jul 20, 2012
1.0.2 Apr 26, 2012
1.0.1 Apr 24, 2012