Novel Combined Variable Selection Approach Using Memetic Algorithm With Complex Harmonic Regularization

Variable selection has been highly successful in big data analyses, and regularization approaches are commonly used methods, which can automatically select important variables while constructing machine learning models. Due to the real datasets have complex relationships between relevant variable gr...

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Bibliographic Details
Main Author: Xiao-Ying Liu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9134768/