classificationViaClustering

A simple meta-classifier that uses a clusterer for classification. For cluster algorithms that use a fixed number of clusterers, like SimpleKMeans, the user has to make sure that the number of clusters to generate are the same as the number of class labels in the dataset in order to obtain a useful model. Note: at prediction time, a missing value is returned if no cluster is found for the instance. The code is based on the 'clusters to classes' functionality of the weka.clusterers.ClusterEvaluation class by Mark Hall.

License

License

Categories

Categories

Weka Business Logic Libraries Machine Learning
GroupId

GroupId

nz.ac.waikato.cms.weka
ArtifactId

ArtifactId

classificationViaClustering
Last Version

Last Version

1.0.7
Release Date

Release Date

Type

Type

jar
Description

Description

classificationViaClustering
A simple meta-classifier that uses a clusterer for classification. For cluster algorithms that use a fixed number of clusterers, like SimpleKMeans, the user has to make sure that the number of clusters to generate are the same as the number of class labels in the dataset in order to obtain a useful model. Note: at prediction time, a missing value is returned if no cluster is found for the instance. The code is based on the 'clusters to classes' functionality of the weka.clusterers.ClusterEvaluation class by Mark Hall.
Project URL

Project URL

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

Project Organization

University of Waikato, Hamilton, NZ
Source Code Management

Source Code Management

https://svn.cms.waikato.ac.nz/svn/weka/tags/classificationViaClustering-1.0.7

Download classificationViaClustering

How to add to project

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/classificationViaClustering/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>classificationViaClustering</artifactId>
    <version>1.0.7</version>
</dependency>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/classificationViaClustering/
implementation 'nz.ac.waikato.cms.weka:classificationViaClustering:1.0.7'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/classificationViaClustering/
implementation ("nz.ac.waikato.cms.weka:classificationViaClustering:1.0.7")
'nz.ac.waikato.cms.weka:classificationViaClustering:jar:1.0.7'
<dependency org="nz.ac.waikato.cms.weka" name="classificationViaClustering" rev="1.0.7">
  <artifact name="classificationViaClustering" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='classificationViaClustering', version='1.0.7')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "classificationViaClustering" % "1.0.7"
[nz.ac.waikato.cms.weka/classificationViaClustering "1.0.7"]

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
1.0.7
1.0.6
1.0.5
1.0.4
1.0.3
1.0.2
1.0.1