Integration Of Evolutionary Automated Machine Learning With Structural Sensitivity Analysis For Composite Pipelines

Nikolay O. Nikitin, Maiia Pinchuk, Valerii Pokrovskii +7

Automated machine learning (AutoML) systems propose an end-to-end solution to a given machine learning problem, creating either fixed or flexible pipelines. Fixed pipelines are tas…