A binary chaotic horse herd optimization algorithm for feature selection

A binary chaotic horse herd optimization algorithm for feature selection

One of the most challenging and common problems in machine learning is the Feature Selection (FS) process, which reduces the dataset size by finding optimal subsets of features. The Horse Herd Optimization Algorithm (HOA) is a new metaheuristic algorithm created by modeling the herd behavior of hors...

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Bibliographic Details
Main Authors: Esin Ayşe Zaimoğlu, Nilüfer Yurtay, Hüseyin Demirci, Yüksel Yurtay
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Engineering Science and Technology, an International Journal
Subjects:
Horse herd optimization
Feature selection
Metaheuristic algorithm
Machine learning
Artificial intelligence
Classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2215098623001313

Internet

http://www.sciencedirect.com/science/article/pii/S2215098623001313

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