• español
    • English
  • English 
    • español
    • English
  • Login
baner

CIMMYT Publications Repository

Seeding innovation ... Nourishing hope

View Item 
  •   DSpace Home
  • CIMMYT
  • Genetic Resources
  • View Item
  •   DSpace Home
  • CIMMYT
  • Genetic Resources
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

A benchmarking between deep learning, support vector machine and bayesian threshold best linear unbiased prediction for predicting ordinal traits in plant breeding


Type:
Article
Title:
A benchmarking between deep learning, support vector machine and bayesian threshold best linear unbiased prediction for predicting ordinal traits in plant breeding
Author:
Montesinos-Lopez, O.A.;
Montesinos-Lopez, O.A.
ORCID iD iconhttps://orcid.org/0000-0002-3973-6547
ScopusScopus ID
Items in this Repository
View

Martin-Vallejo, J.;
Martin-Vallejo, J.
ORCID iD iconhttps://orcid.org/0000-0003-3962-7356
Items in this Repository
View

Crossa, J.;
ORCID iD icon
Crossa, J.
ORCID iD iconhttps://orcid.org/0000-0001-9429-5855
ScopusScopus ID
Items in this Repository
View

Gianola, D.;
Hernández Suárez, C.M.;
Montesinos-Lopez, A.;
Juliana, P.;
ORCID iD icon
Juliana, P.
ORCID iD iconhttps://orcid.org/0000-0001-6922-0173
Items in this Repository
View

Singh, R.P.
ORCID iD icon
Singh, R.P.
ORCID iD iconhttps://orcid.org/0000-0002-4676-5071
ScopusScopus ID
Items in this Repository
View
Year:
2019
URI:
https://hdl.handle.net/10883/20090
Journal:
G3: Genes, Genomes, Genetics
Journal volume:
9
Journal issue:
2
Pages:
601-618
DOI:
10.1534/g3.118.200998
Place of Publication:
Bethesda, MD
Publisher:
Genetics Society of America
Citation:
A benchmarking between deep learning, support vector machine and bayesian threshold best linear unbiased prediction for predicting ordinal traits in plant breeding. 2019. Montesinos-Lopez, O.A.; Martin-Vallejo, J.; Crossa, J.; Gianola, D.; Hernández Suárez, C.M.; Montesinos-Lopez, A.; Juliana, P.; Singh, R.P. 9 (2) DOI: 10.1534/g3.118.200998 Genetics Society of America.

Show full item record







Files in this item

Thumbnail
Name:
60162.pdf
Size:
2.338Mb
Format:
application/pdf
Descripción:
...
View/Open

This item appears in the following Collection(s)

  • Genetic Resources
  • Wheat

Collections

Genetic ResourcesInstitutionalMaizeSocioeconomicsSustainable Agrifood SystemsSustainable IntensificationWheat

All of DSpace
Communities & CollectionsAuthorsTitlesSubjectsBy YearConferenceJournal
This Collection
AuthorsTitlesSubjectsBy YearConferenceJournal

CIMMYT staff access

Login

View Usage Statistics


baner
 

 


DSpace software copyright © 2002-2015  DuraSpace
Contact Us | Send Feedback