CRAN

NHEMOtree 1.0

Non-hierarchical evolutionary multi-objective tree learner to perform cost-sensitive classification

Released May 9, 2013 by Swaantje Casjens

Dependencies

partykit 1.2-1 sets 1.0-18 rpart 4.1-13 emoa 0.5-0

NHEMOtree performs cost-sensitive classification by solving the two-objective optimization problem of minimizing misclassification rate and minimizing total costs for classification. The three methods comprised in NHEMOtree are based on EMOAs with either tree representation or bitstring representation with an enclosed classification tree algorithm.

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>NHEMOtree</artifactId>
    <version>1.0-b258</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:NHEMOtree')

Test Results

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

• NHEMO-examples
• NHEMO_Cutoff-examples
• NHEMOtree-examples
• Sim_Costs-examples
• Sim_Data-examples
• Wrapper-examples
• plot.NHEMOtree-examples

Source

View GitHub Mirror

Release History

• 1.0