A Feature Construction Method That Combines Particle Swarm Optimization and Grammatical Evolution

The problem of data classification or data fitting is widely applicable in a multitude of scientific areas, and for this reason, a number of machine learning models have been developed. However, in many cases, these models present problems of overfitting and cannot generalize satisfactorily to unkno...

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Bibliographic Details
Main Authors: Ioannis G. Tsoulos, Alexandros Tzallas
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/14/8124

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