Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation
João Luiz Junho Pereira, Kate Smith‐Miles, Mario Andrés Muñoz, Ana Carolina Lorena
Topics & Concepts
BenchmarkingComputer scienceBenchmark (surveying)Machine learningCluster analysisSelection (genetic algorithm)Artificial intelligenceData miningHeuristicMedoidStrengths and weaknessesPhilosophyGeographyBusinessGeodesyMarketingEpistemologyMachine Learning and Data ClassificationMachine Learning and AlgorithmsData Stream Mining Techniques