CRAN

gren 0.0.1

Adaptive Group-Regularized Logistic Elastic Net Regression

Released Jul 30, 2018 by Magnus M. Münch

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

Dependencies

pROC 1.12.1 Rcpp Iso 0.0-17 glmnet 2.0-16 RcppArmadillo 0.9.100.5.0

Allows the user to incorporate multiple sources of co-data (e.g., previously obtained p-values, published gene lists, and annotation) in the estimation of a logistic regression model to enhance predictive performance and feature selection, as described in Münch, Peeters, van der Vaart, and van de Wiel (2018) .

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>gren</artifactId>
    <version>0.0.1-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:gren')

Test Results

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

Source

C++

View GitHub Mirror

Release History

0.0.1