A Monte Carlo resampling based multiple feature-spaces ensemble (MFE) strategy for consistency-enhanced spectral variable selection
Haoran Li, Pengcheng Wu, Jisheng Dai, Xiaobo Zou
Topics & Concepts
Feature selectionLasso (programming language)Benchmark (surveying)Variable (mathematics)Consistency (knowledge bases)Selection (genetic algorithm)ResamplingCalibrationMonte Carlo methodComputer scienceFeature (linguistics)Machine learningArtificial intelligenceStatisticsMathematicsGeographyPhilosophyGeodesyMathematical analysisLinguisticsWorld Wide WebSpectroscopy and Chemometric AnalysesWater Quality Monitoring and AnalysisSpectroscopy Techniques in Biomedical and Chemical Research