Finding features - variable extraction strategies for dimensionality reduction and marker compounds identification in GC-IMS data
Joscha Christmann, Sascha Rohn, Philipp Weller
Topics & Concepts
OverfittingDimensionality reductionArtificial intelligenceInterpretabilityComputer sciencePrincipal component analysisPipeline (software)Pattern recognition (psychology)Partial least squares regressionBoosting (machine learning)PreprocessorMachine learningData miningProgramming languageArtificial neural networkAdvanced Chemical Sensor TechnologiesMetabolomics and Mass Spectrometry StudiesSpectroscopy and Chemometric Analyses