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Performs genomic prediction of hybrid performance using eight GS methods including GBLUP, BayesB, RKHS, PLS, LASSO, Elastic net, Random forest and XGBoost. It also provides fast cross-validation and mating design scheme for training population (Xu S et al (2016) <doi:10.1111/tpj.13242>; Xu S (2017) <doi:10.1534/g3.116.038059>).
Package details |
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Author | Yang Xu, Guangning Yu, Yanru Cui, Shizhong Xu, Chenwu Xu |
Maintainer | Yang Xu <xuyang_89@126.com> |
License | GPL-3 |
Version | 1.2.1 |
Package repository | View on CRAN |
Installation |
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