Enhanced chimp hierarchy optimization algorithm with adaptive lens imaging for feature selection in data classification

Enhanced chimp hierarchy optimization algorithm with adaptive lens imaging for feature selection in data classification

Abstract Feature selection is a critical component of machine learning and data mining to remove redundant and irrelevant features from a dataset. The Chimp Optimization Algorithm (CHoA) is widely applicable to various optimization problems due to its low number of parameters and fast convergence ra...

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Bibliographic Details
Main Authors: Li Zhang, XiaoBo Chen
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Feature selection
Chimp optimization algorithm
Hierarchy
Social class factor
Local optimal
Online Access:https://doi.org/10.1038/s41598-024-57518-9

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