TY  - JOUR 
AU  - Montesinos-López, Osval A
AU  - Martín Vallejo, Francisco Javier
AU  - Crossa, José
AU  - Gianola, Daniel
AU  - Hernández-Suárez, Carlos M
AU  - Montesinos-López, Abelardo
AU  - Juliana, Philomin
AU  - Singh, Ravi
PY  - 2019
UR  - http://hdl.handle.net/10366/160677
AB  - [EN]Genomic selection is revolutionizing plant breeding. However, still lacking are better statistical
models for ordinal phenotypes to improve the accuracy of the selection of candidate genotypes. For this
reason, in this paper we explore the...
LA  - eng
PB  - Genetics Society of America. Oxford University Press.
KW  - Threshold
KW  - GBLUP
KW  - Deep learning
KW  - Support vector machine
KW  - Genomic selection
KW  - Plant breeding
KW  - Genomic Prediction
KW  - GenPred
KW  - Shared Data Resources
TI  - A Benchmarking Between Deep Learning, Support Vector Machine and Bayesian Threshold Best Linear Unbiased Prediction for Predicting Ordinal Traits in Plant Breeding
DO  - 10.1534/g3.118.200998
T2  - G3 Genes|Genomes|Genetics
VL  - 9
M2  - 601
ER  -