DTNB

Class for building and using a decision table/naive bayes hybrid classifier. At each point in the search, the algorithm evaluates the merit of dividing the attributes into two disjoint subsets: one for the decision table, the other for naive Bayes. A forward selection search is used, where at each step, selected attributes are modeled by naive Bayes and the remainder by the decision table, and all attributes are modelled by the decision table initially. At each step, the algorithm also considers dropping an attribute entirely from the model. For more information, see: Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.

License	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	DTNB
Last Version	1.0.3
Release Date	Apr 30, 2014
Type	jar
Description	DTNB Class for building and using a decision table/naive bayes hybrid classifier. At each point in the search, the algorithm evaluates the merit of dividing the attributes into two disjoint subsets: one for the decision table, the other for naive Bayes. A forward selection search is used, where at each step, selected attributes are modeled by naive Bayes and the remainder by the decision table, and all attributes are modelled by the decision table initially. At each step, the algorithm also considers dropping an attribute entirely from the model. For more information, see: Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.
Project URL	http://weka.sourceforge.net/doc.packages/DTNB
Project Organization	University of Waikato, Hamilton, NZ
Source Code Management	https://svn.cms.waikato.ac.nz/svn/weka/tags/DTNB-1.0.3

Download DTNB

Filename	Size
DTNB-1.0.3.pom
DTNB-1.0.3.jar	14 KB
DTNB-1.0.3-tests.jar	4 KB
DTNB-1.0.3-test-sources.jar	1 KB
DTNB-1.0.3-sources.jar	8 KB
DTNB-1.0.3-javadoc.jar	28 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/DTNB/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>DTNB</artifactId>
    <version>1.0.3</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/DTNB/
implementation 'nz.ac.waikato.cms.weka:DTNB:1.0.3'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/DTNB/
implementation ("nz.ac.waikato.cms.weka:DTNB:1.0.3")

Apache Buildr

'nz.ac.waikato.cms.weka:DTNB:jar:1.0.3'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="DTNB" rev="1.0.3">
  <artifact name="DTNB" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='DTNB', version='1.0.3')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "DTNB" % "1.0.3"

Leiningen

[nz.ac.waikato.cms.weka/DTNB "1.0.3"]

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
1.0.3 Apr 30, 2014
1.0.2 Apr 26, 2012
1.0.1 Apr 24, 2012