Rgife: A Ranked Guided Iterative Feature Elimination Heuristic For The Identification Of Biomarkers

Software OPEN SOURCE
Lazzarini, Nicola; Bacardit, Jaume;
(2016)
  • Publisher: Zenodo
  • Related identifiers: doi: 10.5281/zenodo.193015
  • Subject: omics | zenodo | biomarkers | Uncategorized | classification | machine learning | feature selection

<p>RGIFE is a feature reduction heuristic for the identification of small panels of highly predictive biomarkers. The heuristic is based on an <strong>iterative reduction paradigm</strong>: first train a classifier, then rank the attributes based on their importance and... View more
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