Boosting any learning algorithm with Statistically Enhanced Learning

Abstract Feature engineering is of critical importance in the field of Data Science. While any data scientist knows the importance of rigorously preparing data to obtain good performing models, only scarce literature formalizes its benefits. In this work, we present the method of Statistically Enhan...

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Bibliographic Details
Main Authors: Florian Felice, Christophe Ley, Stéphane P. A. Bordas, Andreas Groll
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-024-84702-8
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