Intelligent ensembling of auto-ML system outputs for solving classification problems

Open Webpage

Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar

Published: 01 Jan 2022, Last Modified: 12 Feb 2025Inf. Sci. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A two-phase optimization system for solving classification problems.•Combining Auto-ML pipelines to improve overall performance.•Intelligent selection of ensemble methods.•Best results delivered by double-fault measure and 20 or 50 maximum number of base models.