Robust biomarker screening from gene expression data by stable machine learning-recursive feature elimination methods
Lingyu Li, Wai‐Ki Ching, Zhi‐Ping Liu
Topics & Concepts
Random forestMachine learningArtificial intelligenceComputer scienceFeature selectionBiomarker discoveryNaive Bayes classifierSupport vector machineFeature (linguistics)Decision treeRobustness (evolution)Pattern recognition (psychology)Data miningGeneBiologyProteomicsLinguisticsPhilosophyBiochemistryCancer-related molecular mechanisms researchMolecular Biology Techniques and ApplicationsGene expression and cancer classification