John Kariuki Macharia, Dong Jae Lee, Seung Hwan Lee, Jun Heon Lee
Selective breeding of cattle increases the level of inbreeding and, as a result, the risk of transmitting deleterious recessive alleles in a population. Numerous genetic disorders have been identified in various breeds of cattle. Although these disorders occur sporadically, the widespread use of …
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Ji Yeong Kim, Eun Ho Kim, Ho Chan Kang, Cheol Hyun Myung and Hyun Tae Lim
Climate change is causing abnormal weather patterns worldwide. In Korea, local governments are characterized by various climatic conditions. Therefore, research integrating climate factors with Hanwoo is necessary. In this study, 562 Hanwoo were analyzed using Pedigree Best Linear…
Waruni Ekanayake, Phuong Thanh N. Dinh, Jun Heon Lee, Seung Hwan Lee
The present study deploys a comparison of Gradient Boosting Machine (GBM), Extreme Gradient Boosting (XGBoost), and Genome Wide Association Studies (GWAS) in selecting optimum subsets of single nucleotide polymorphisms (SNPs) to be used in genomic prediction in cattle. The data simulation was …