MOGA: Multi-Objective Genetic Algorithm to select Stacking Ensemble Learning for classification

Abdellah Rezoug

doi:10.1016/j.asoc.2025.113706

MOGA: Multi-Objective Genetic Algorithm to select Stacking Ensemble Learning for classification

2025-08-26

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DOI：10.1016/j.asoc.2025.113706

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Abstract

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• MOGA generates stacking models to optimise precision/recall for classification. • MOGA generalises stacking ensemble models for varied classification tasks. • 19 models of different natures are included in the set of base models in MOGA. • MOGA has been examined across 23 known datasets.

Keywords:

MOGA

stacking models

precision/recall optimisation

classification tasks

ensemble learning

MOGA: Multi-Objective Genetic Algorithm to select Stacking Ensemble Learning for classification

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