Article
MAK: a machine learning framework improved genomic prediction via multi-target ensemble regressor chains and automatic selection of assistant traits.
Briefings in bioinformatics - 19 Mar 2023
Liang Mang, Cao Sheng, Deng Tianyu, Du Lili, Li Keanning, An Bingxing, Du Yueying, Xu Lingyang, Zhang Lupei, Gao Xue, Li Junya, Guo Peng, Gao Huijiang
Abstract excerpt
Incorporating the genotypic and phenotypic of the correlated traits into the multi-trait model can significantly improve the prediction accuracy of the target trait in animal and plant breeding, as well as human genetics. However, in most cases, the phenotypic information of the correlated and target trait of the individual to be evaluated was null simultaneously, particularly for the newborn. Therefore, we...
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