MVN

de.cit-ec.ml : mrglvq

Maven & Gradle

Jan 27, 2018

Median Relational Generalized Learning Vector Quantization · This project contains a Java implementation of median relational generalized learning vector quantization as proposed by Nebel, Hammer, Frohberg, and Villmann (2015, doi:10.1016/j.neucom.2014.12.096). Given a matrix of pairwise distances D and a vector of labels Y it identifies prototypical data points (i.e. rows of D) which help to classify the data set using a simple nearest neighbor rule. In particular, the algorithm optimizes the generalized learning vector quantization cost function (Sato and Yamada, 1995) via an expectation maximization scheme where in each iteration one prototype 'jumps' to another data point in order to improve the cost function. If the cost function can not be improved anymore for any of the data points, the algorithm terminates.

<dependency>
    <groupId>de.cit-ec.ml</groupId>
    <artifactId>mrglvq</artifactId>
    <version>0.1.0</version>
</dependency>
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pom.xml
Table Of Contents

Latest Version

Choose a version of de.cit-ec.ml : mrglvq to add to Maven or Gradle - Latest Versions:

  • Latest Stable: 0.1.0

All Versions

Choose a version of de.cit-ec.ml : mrglvq to add to Maven or Gradle - All Versions:

Version Vulnerabilities Updated
0.1.x
mrglvq-0.1.0

How to add a dependency to Maven

Add the following de.cit-ec.ml : mrglvq maven dependency to the pom.xml file with your favorite IDE (IntelliJ / Eclipse / Netbeans):

<dependency>
    <groupId>de.cit-ec.ml</groupId>
    <artifactId>mrglvq</artifactId>
    <version>0.1.0</version>
</dependency>

How to add a dependency to Gradle

Gradle Groovy DSL: Add the following de.cit-ec.ml : mrglvq gradle dependency to your build.gradle file:

implementation 'de.cit-ec.ml:mrglvq:0.1.0'

Gradle Kotlin DSL: Add the following de.cit-ec.ml : mrglvq gradle kotlin dependency to your build.gradle.kts file:

implementation("de.cit-ec.ml:mrglvq:0.1.0")

How to add a dependency to SBT Scala

SBT Scala: Add the following de.cit-ec.ml : mrglvq sbt scala dependency to your build.sbt file:

libraryDependencies += "de.cit-ec.ml" % "mrglvq" % "0.1.0"

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