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

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

Information Sciences（2022）

引用 1|浏览7

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摘要

•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.

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关键词

Ensemble methods,Auto-ML,Grammatical evolution,Supervised learning

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