Enhancing Genomic Prediction Accuracy of Reproduction Traits in Rongchang Pigs Through Machine Learning

Enhancing Genomic Prediction Accuracy of Reproduction Traits in Rongchang Pigs Through Machine Learning

The increasing volume of genome sequencing data presents challenges for traditional genome-wide prediction methods in handling large datasets. Machine learning (ML) techniques, which can process high-dimensional data, offer promising solutions. This study aimed to find a genome-wide prediction metho...

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Bibliographic Details
Main Authors: Junge Wang, Jie Chai, Li Chen, Tinghuan Zhang, Xi Long, Shuqi Diao, Dong Chen, Zongyi Guo, Guoqing Tang, Pingxian Wu
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Animals
Subjects:
genomic prediction
machine learning
Rongchang pigs
prediction accuracy
Online Access:https://www.mdpi.com/2076-2615/15/4/525
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