Advances in experimental medicine and biologyHumansSingle-Cell AnalysisAlgorithmsParkinson DiseaseSequence Analysis
Minimum Redundancy Maximum Relevance Feature Selection-Application on Single-Cell RNA Sequencing Dataset.
Mirto M Gasparinatou, George Dimitrakopoulos, Aristidis Vrahatis, Panagiotis Vlamos
Published: 202610.1007/978-3-032-03398-7_22
Abstract
Variable selection is crucial in statistical problems involving functional data, as it enhances prediction accuracy by filtering out irrelevant features. While selecting the most relevant variables is important, focusing solely on relevance can resul…
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