CRAN

kernelFactory 0.3.0

Kernel Factory: An Ensemble of Kernel Machines

Released Sep 29, 2015 by Michel Ballings

This package can be loaded by Renjin but 2 out 4 tests failed.

Dependencies

genalg 0.2.0 randomForest 4.6-14 AUC 0.3.0 kernlab 0.9-26

Binary classification based on an ensemble of kernel machines ("Ballings, M. and Van den Poel, D. (2013), Kernel Factory: An Ensemble of Kernel Machines. Expert Systems With Applications, 40(8), 2904-2913"). Kernel factory is an ensemble method where each base classifier (random forest) is fit on the kernel matrix of a subset of the training data.

Installation

Maven

This package can be included as a dependency from a Java or Scala project by including the following your project's pom.xml file. Read more about embedding Renjin in JVM-based projects.

<dependencies>
  <dependency>
    <groupId>org.renjin.cran</groupId>
    <artifactId>kernelFactory</artifactId>
    <version>0.3.0-b30</version>
  </dependency>
</dependencies>
<repositories>
  <repository>
    <id>bedatadriven</id>
    <name>bedatadriven public repo</name>
    <url>https://nexus.bedatadriven.com/content/groups/public/</url>
  </repository>
</repositories>

View build log

Renjin CLI

If you're using Renjin from the command line, you load this library by invoking:

library('org.renjin.cran:kernelFactory')

Test Results

This package was last tested against Renjin 0.9.2644 on Jun 2, 2018.