Fitness Landscape Analysis of Automated Machine Learning Search Spaces
Cristiano Guimarães Pimenta, Alex G. C. de Sá, Gabriela Ochoa, Gisele L. Pappa
Topics & Concepts
Computer scienceArtificial intelligenceMachine learningFitness landscapePipeline (software)Metric (unit)Context (archaeology)Range (aeronautics)Distance correlationHyperparameterRepresentation (politics)CorrelationMathematicsSociologyProgramming languageMaterials scienceDemographyPopulationComposite materialGeometryPaleontologyPoliticsBiologyLawPolitical scienceOperations managementEconomicsMachine Learning and Data ClassificationEvolutionary Algorithms and ApplicationsMetaheuristic Optimization Algorithms Research