An Improved Artificial Bee Colony for Feature Selection in QSAR

Quantitative Structure–Activity Relationship (QSAR) aims to correlate molecular structure properties with corresponding bioactivity. Chance correlations and multicollinearity are two major problems often encountered when generating QSAR models. Feature selection can significantly improve the accurac...

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Bibliographic Details
Main Authors: Yanhong Lin, Jing Wang, Xiaolin Li, Yuanzi Zhang, Shiguo Huang
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/14/4/120