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...

Full description

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

Internet

https://doi.org/10.1186/s12859-023-05514-7

Similar Items