EFS

EFS (Ensemble Feature Selection) is a software tool for selecting ensemble features, median, Pearson- and Spearman- correlation, Logistics regression, and random forest (cforest and randomForest). The EFS includes a function to produce bar plots. Apart from the web application, an R package is also available.

Topic

Statistics and probability;Data management

Detail

  • Operation: Correlation;Classification

  • Software interface: Command-line user interface, Web user interface

  • Language: JavaScript, R

  • License: GNU General Public License >=v2

  • Cost: Free

  • Version name: 1.0.3

  • Credit: German Research Foundation (DFG) and the Technische Universität München within the funding program Open Access Publishing and the Deichmann Foundation.

  • Input: -

  • Output: -

  • Contact: Dominik Heider dominik.heider@uni-marburg.de

  • Collection: -

  • Maturity: Stable

Publications

  • EFS: an ensemble feature selection tool implemented as R-package and web-application.
  • Neumann U, Genze N, Heider D. EFS: an ensemble feature selection tool implemented as R-package and web-application. BioData Min. 2017 Jun 27;10:21. doi: 10.1186/s13040-017-0142-8. PMID: 28674556; PMCID: PMC5488355.
  • https://doi.org/10.1186/s13040-017-0142-8
  • PMID: 28674556
  • PMC: PMC5488355

Download and documentation

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