An efficiency-driven, correlation-based feature elimination strategy for small datasets

With big datasets and highly efficient algorithms becoming increasingly available for many problem sets, rapid advancements and recent breakthroughs achieved in the field of machine learning encourage more and more scientific fields to make use of such a computational data analysis. Still, for many...

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Bibliographic Details
Main Authors: Carolin A. Rickert, Manuel Henkel, Oliver Lieleg
Format: Article
Language:English
Published: AIP Publishing LLC 2023-03-01
Series:APL Machine Learning
Online Access:http://dx.doi.org/10.1063/5.0118207