A novel hybrid binary whale optimization algorithm with chameleon hunting mechanism for wrapper feature selection in QSAR classification model:A drug-induced liver injury case study

High dimensionality is one of the main challenges in Quantitative Structure-Activity Relationship (QSAR) classification modeling, and feature selection as an effective dimensionality reduction method plays an important role in machine learning, particularly in fields such as chemometrics. In this pa...

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Bibliographic Details

Published in:	Expert systems with applications Vol. 234; p. 121015
Main Authors:	Zhou, Ronghe, Zhang, Yong, He, Kai
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 30.12.2023
Subjects:	Chameleon predation Chaos weighting factor Feature section Hybrid binary whale optimization algorithm QSAR Retractable transformation strategy Hybrid binary whale optimization algorithm Feature section Retractable transformation strategy QSAR Chaos weighting factor Chameleon predation
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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