Cargando…
LightGBM: accelerated genomically designed crop breeding through ensemble learning
LightGBM is an ensemble model of decision trees for classification and regression prediction. We demonstrate its utility in genomic selection-assisted breeding with a large dataset of inbred and hybrid maize lines. LightGBM exhibits superior performance in terms of prediction precision, model stabil...
| Autores principales: | , , , , , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2021
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8451137/ https://www.ncbi.nlm.nih.gov/pubmed/34544450 http://dx.doi.org/10.1186/s13059-021-02492-y |