MSXFGP: combining improved sparrow search algorithm with XGBoost for enhanced genomic prediction

MSXFGP: combining improved sparrow search algorithm with XGBoost for enhanced genomic prediction

Abstract Background With the significant reduction in the cost of high-throughput sequencing technology, genomic selection technology has been rapidly developed in the field of plant breeding. Although numerous genomic selection methods have been proposed by researchers, the existing genomic selecti...

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Bibliographic Details
Main Authors: Ganghui Zhou, Jing Gao, Dongshi Zuo, Jin Li, Rui Li
Format: Article
Language:English
Published: BMC 2023-10-01
Series:BMC Bioinformatics
Subjects:
Genome selection
Sparrow search algorithm
XGBoost
Parameter optimization
Feature selection
Online Access:https://doi.org/10.1186/s12859-023-05514-7

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