X

XMeans

Cluster data using the X-means algorithm. X-Means is K-Means extended by an Improve-Structure part In this part of the algorithm the centers are attempted to be split in its region. The decision between the children of each center and itself is done comparing the BIC-values of the two structures. For more information see: Dan Pelleg, Andrew W. Moore: X-means: Extending K-means with Efficient Estimation of the Number of Clusters. In: Seventeenth International Conference on Machine Learning, 727-734, 2000.
http://weka.sourceforge.net/doc.packages/XMeans
GNU General Public License 3
University of Waikato, Hamilton, NZ
Gabi Schmidberger Malcolm Ware Mark Hall
region using estimation comparing data centers children improve decision algorithm attempted center values more conference between itself seventeenth andrew information with structure pelleg done means international extended number learning machine structures clusters cluster moore split each part this extending efficient 2000
Files download
File Operation
XMeans-1.0.6.jar download
XMeans-1.0.6.pom download
XMeans-1.0.6-sources.jar download
Apache Maven 
<dependency>
  <groupId>nz.ac.waikato.cms.weka</groupId>
  <artifactId>XMeans</artifactId>
  <version>1.0.6</version>
</dependency>
Gradle Groovy 
implementation 'nz.ac.waikato.cms.weka:XMeans:1.0.6'
Gradle Kotlin 
implementation("nz.ac.waikato.cms.weka:XMeans:1.0.6")
Scala SBT 
libraryDependencies += "nz.ac.waikato.cms.weka" % "XMeans" % "1.0.6"
Groovy Grape 
@Grapes(
  @Grab(group='nz.ac.waikato.cms.weka', module='XMeans', version='1.0.6')
)
Apache Ivy 
<dependency org="nz.ac.waikato.cms.weka" name="XMeans" rev="1.0.6" />
Leiningen 
[nz.ac.waikato.cms.weka/XMeans "1.0.6"]
Apache Buildr 
'nz.ac.waikato.cms.weka:XMeans:jar:1.0.6'
Dependencies 
<parent>
  <groupId>org.sonatype.oss</groupId>
  <artifactId>oss-parent</artifactId>
  <version>7</version>
</parent>

compile

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

test

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

|-- junit:junit:3.8.2