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

License

Categories

Categories

Weka Business Logic Libraries Machine Learning
GroupId

GroupId

nz.ac.waikato.cms.weka
ArtifactId

ArtifactId

DTNB
Last Version

Last Version

1.0.3
Release Date

Release Date

Type

Type

jar
Description

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

Project URL

http://weka.sourceforge.net/doc.packages/DTNB
Project Organization

Project Organization

University of Waikato, Hamilton, NZ
Source Code Management

Source Code Management

https://svn.cms.waikato.ac.nz/svn/weka/tags/DTNB-1.0.3

Download DTNB

How to add to project

<!-- 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>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/DTNB/
implementation 'nz.ac.waikato.cms.weka:DTNB:1.0.3'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/DTNB/
implementation ("nz.ac.waikato.cms.weka:DTNB:1.0.3")
'nz.ac.waikato.cms.weka:DTNB:jar:1.0.3'
<dependency org="nz.ac.waikato.cms.weka" name="DTNB" rev="1.0.3">
  <artifact name="DTNB" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='DTNB', version='1.0.3')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "DTNB" % "1.0.3"
[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
1.0.2
1.0.1