CRAN

multiROC 1.1.1

Calculating and Visualizing ROC and PR Curves Across Multi-Class Classifications

Released Jun 26, 2018 by Runmin Wei

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

Dependencies

zoo 1.8-3 magrittr 1.5 boot 1.3-20

Tools to solve real-world problems with multiple classes classifications by computing the areas under ROC and PR curve via micro-averaging and macro-averaging. The vignettes of this package can be found via . The methodology is described in V. Van Asch (2013) and Pedregosa et al. (2011) .

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>multiROC</artifactId>
    <version>1.1.1-b1</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:multiROC')

Test Results

This package was last tested against Renjin 0.9.2657 on Aug 18, 2018.

Source

R

View GitHub Mirror

Release History