CRAN

MTLR 0.2.1

Survival Prediction with Multi-Task Logistic Regression

Released Jun 3, 2019 by Humza Haider

This package can be loaded by Renjin but 5 out 6 tests failed.

Dependencies

RcppArmadillo 0.9.500.2.0 survival 2.44-1.1 Rcpp

An implementation of Multi-Task Logistic Regression (MTLR) for R. This package is based on the method proposed by Yu et al. (2011) which utilized MTLR for generating individual survival curves by learning feature weights which vary across time. This model was further extended to account for left and interval censored 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>MTLR</artifactId>
    <version>0.2.1-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>

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Renjin CLI

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

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

Test Results

This package was last tested against Renjin 0.9.2726 on Jul 13, 2019.

Source

C++

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