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Pitfalls and Remedies for Cross Validation with Multi-trait Genomic Prediction Methods
Incorporating measurements on correlated traits into genomic prediction models can increase prediction accuracy and selection gain. However, multi-trait genomic prediction models are complex and prone to overfitting which may result in a loss of prediction accuracy relative to single-trait genomic p...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Genetics Society of America
2019
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6829121/ https://www.ncbi.nlm.nih.gov/pubmed/31511297 http://dx.doi.org/10.1534/g3.119.400598 |