Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification
Xiongshi Deng, Min Li, Shaobo Deng, Lei Wang
Topics & Concepts
Feature selectionGene selectionSelection (genetic algorithm)Boosting (machine learning)GeneMicroarrayMicroarray analysis techniquesComputer scienceArtificial intelligenceGenetic algorithmComputational biologyDNA microarrayData miningFeature (linguistics)Gene chip analysisMachine learningBiologyGene expression profilingPattern recognition (psychology)Gradient boostingGene predictionCancerBioinformaticsGene expression and cancer classificationMachine Learning in BioinformaticsBioinformatics and Genomic Networks