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fastCorrBasedFS

Feature selection method based on correlation measureand relevance and redundancy analysis. Use in conjunction with an attribute set evaluator (SymmetricalUncertAttributeEval). For more information see: Lei Yu, Huan Liu: Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution. In: Proceedings of the Twentieth International Conference on Machine Learning, 856-863, 2003.
http://weka.sourceforge.net/doc.packages/fastCorrBasedFS
GNU General Public License 3
University of Waikato, Hamilton, NZ
Zheng Zhao
measureand 2003 data conjunction attribute symmetricaluncertattributeeval analysis solution huan more relevance feature conference evaluator information with dimensional international correlation learning machine selection redundancy twentieth proceedings method high fast filter based
Files download
File Operation
fastCorrBasedFS-1.0.2.jar download
fastCorrBasedFS-1.0.2.pom download
fastCorrBasedFS-1.0.2-sources.jar download
Apache Maven 
<dependency>
  <groupId>nz.ac.waikato.cms.weka</groupId>
  <artifactId>fastCorrBasedFS</artifactId>
  <version>1.0.2</version>
</dependency>
Gradle Groovy 
implementation 'nz.ac.waikato.cms.weka:fastCorrBasedFS:1.0.2'
Gradle Kotlin 
implementation("nz.ac.waikato.cms.weka:fastCorrBasedFS:1.0.2")
Scala SBT 
libraryDependencies += "nz.ac.waikato.cms.weka" % "fastCorrBasedFS" % "1.0.2"
Groovy Grape 
@Grapes(
  @Grab(group='nz.ac.waikato.cms.weka', module='fastCorrBasedFS', version='1.0.2')
)
Apache Ivy 
<dependency org="nz.ac.waikato.cms.weka" name="fastCorrBasedFS" rev="1.0.2" />
Leiningen 
[nz.ac.waikato.cms.weka/fastCorrBasedFS "1.0.2"]
Apache Buildr 
'nz.ac.waikato.cms.weka:fastCorrBasedFS:jar:1.0.2'
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