Automated evolutionary approach for the design of composite machine learning pipelines
Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov, Iana S. Polonskaia, Ilia Revin, Irina V. Barabanova, Gleb Maximov, Anna V. Kalyuzhnaya, Alexander V. Boukhanovsky
Topics & Concepts
Computer scienceMachine learningWorkflowHyperparameterCorrectnessPipeline (software)Pipeline transportArtificial intelligenceGraphData miningTheoretical computer scienceAlgorithmDatabaseProgramming languageEngineeringEnvironmental engineeringMachine Learning and Data ClassificationEvolutionary Algorithms and ApplicationsData Stream Mining Techniques