Benchmarking Parametric and Machine Learning Models for Genomic Prediction of Complex Traits

The usefulness of genomic prediction in crop and livestock breeding programs has prompted efforts to develop new and improved genomic prediction algorithms, such as artificial neural networks and gradient tree boosting. However, the performance of these algorithms has not been compared in a systemat...

Descripción completa

Detalles Bibliográficos
Autores principales: Azodi, Christina B., Bolger, Emily, McCarren, Andrew, Roantree, Mark, de los Campos, Gustavo, Shiu, Shin-Han
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2019
Materias:
Genomic Prediction
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6829122/
https://www.ncbi.nlm.nih.gov/pubmed/31533955
http://dx.doi.org/10.1534/g3.119.400498

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6829122/
https://www.ncbi.nlm.nih.gov/pubmed/31533955
http://dx.doi.org/10.1534/g3.119.400498

Ejemplares similares