RRegrs

RRegrs is a software tool for identifying the best regression model for a dataset. The RRegrs algorithm includes functions for dataset loading, scaling, detection of features, regression models, best model statistics, and summary for the top models.

Topic

Applied mathematics;Statistics and probability

Detail

  • Operation: Regression analysis

  • Software interface: Command-line user interface

  • Language: R

  • License: BSD-2-Clause

  • Cost: Free

  • Version name: 0.0.5

  • Credit: The European Union’s Seventh Framework Programme for research, technological development and demonstration, the Galician Network of Drugs R+D REGID, “Collaborative Project on Medical Informatics (CIMED)” funded by the Carlos III Health Institute from the Spanish National plan for Scientific and Technical Research and Innovation, the European Regional Development Funds (FEDER).

  • Input: -

  • Output: -

  • Contact: Georgia Tsiliki gtsiliki@central.nuta.gr

  • Collection: -

  • Maturity: -

Publications

  • RRegrs: an R package for computer-aided model selection with multiple regression models.
  • Tsiliki G, Munteanu CR, Seoane JA, Fernandez-Lozano C, Sarimveis H, Willighagen EL. RRegrs: an R package for computer-aided model selection with multiple regression models. J Cheminform. 2015 Sep 15;7:46. doi: 10.1186/s13321-015-0094-2. PMID: 26379782; PMCID: PMC4570700.
  • https://doi.org/10.1186/s13321-015-0094-2
  • PMID: 26379782
  • PMC: PMC4570700

Download and documentation

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