Record Details

2017 ICARDA Barley Net Form and Spot Blotch FIGS Subset

MELDATA Dataverse OAI Archive

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Title 2017 ICARDA Barley Net Form and Spot Blotch FIGS Subset
 
Identifier https://hdl.handle.net/20.500.11766.1/J24MBP
 
Creator Kehel, Zakaria
Street, Kenneth
Amri, Ahmed
 
Publisher MELDATA
 
Description The FIGSICBNetFormSpotBlotch2017 set was constructed using evaluation data from more than 875 Barley accessions (http://dx.doi.org/10.1094/PHYTO-04-14-0107-R) and machine learning algorithms including Random Forest, support vector machine and kernel nearest neighbors, and using daily climatic data aligned to onset to capture durum wheat physiological stage. The metrics from the machine learning were medium to high (Accuracy = 0.70 and Kappa = 0.25). 200 accessions were then selected based on higher predictive probability. FIGS_ICB_NetFormSpotBlotch_2017 is the name of the FIGS subset including the crop, trait name and the year of construction.
 
Subject Agricultural Sciences
barley
zero hunger
spotblotch
 
Language English
 
Date 2017-12-14
 
Contributor Francesco Bonechi (International Center for Agricultural Research in the Dry Areas - ICARDA)
Grains Research and Development Corporation - GRDC
Zakaria Kehel (International Center for Agricultural Research in the Dry Areas - ICARDA)