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On the efficacy of conditioned and progressive Latin hypercube sampling in supervised machine learning

Ioannis Iordanis, Christos Koukouvinos, Iliana Silou

2024Applied Numerical Mathematics54 citationsDOI

Topics & Concepts

Latin hypercube samplingSampling (signal processing)Sample (material)Computer scienceSample size determinationHypercubeArtificial intelligenceMachine learningAlgorithmMathematicsStatisticsMonte Carlo methodParallel computingFilter (signal processing)ChromatographyChemistryComputer visionMachine Learning and Data ClassificationAdvanced Multi-Objective Optimization AlgorithmsIndustrial Vision Systems and Defect Detection
On the efficacy of conditioned and progressive Latin hypercube sampling in supervised machine learning | Litcius