CRAN

AUC 0.3.0

Threshold independent performance measures for probabilistic classifiers.

Released Sep 30, 2013 by Michel Ballings and Dirk Van den Poel

This package is available for Renjin and there are no known compatibility issues.

This package includes functions to compute the area under the curve of selected measures: The area under the sensitivity curve (AUSEC), the area under the specificity curve (AUSPC), the area under the accuracy curve (AUACC), and the area under the receiver operating characteristic curve (AUROC). The curves can also be visualized. Support for partial areas is provided.

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>AUC</artifactId>
    <version>0.3.0-b274</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:AUC')

Test Results

This package was last tested against Renjin 0.8.2523 on Nov 11, 2017.

Source

R

View GitHub Mirror

Release History