Relevance-Redundancy Dominance: a threshold-free approach to filter-based feature selection

Conference object English OPEN
Browne, David; Manna, Carlo; Prestwich, Steven D.;
  • Publisher: Sun SITE Central Europe / RWTH Aachen University
  • Subject: Feature selection | Machine learning | Filter-based | Relevance-Redundancy Dominance

Feature selection is used to select a subset of relevant features in machine learning, and is vital for simplification, improving efficiency and reducing overfitting. In filter-based feature selection, a statistic such as correlation or entropy is computed between each ... View more
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