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FIGS_ICBW_StemRust_2017

MELDATA Dataverse OAI Archive

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Title FIGS_ICBW_StemRust_2017
 
Identifier https://hdl.handle.net/20.500.11766.1/9XCRUE
 
Creator Kehel, Zakaria
Tsivelikas, Athanasios
 
Publisher MELDATA
 
Description The FIGSICBWStemRust2017 FIGS set was constructed using evaluation data from more than 5000 bread wheat accessions in Yemen during 2008 and machine learning algorithms including Random Forest, support vector machine and kernel nearest neighbors, and using WorldClim data. The metrics from the machine learning were high (Accuracy = 0.82 and Kappa = 0.58). 210 accessions were then selected based on higher predictive probability. FIGSICBWStemRust2017 is the name of the FIGS subset including the crop, trait name and the year of construction.
 
Subject Agricultural Sciences
wheat
stem rust
no poverty
zero hunger
 
Language English
 
Date 2017-12-15
 
Contributor Francesco Bonechi (International Center for Agricultural Research in the Dry Areas - ICARDA)
Zakaria Kehel (International Center for Agricultural Research in the Dry Areas - ICARDA)
Global Crop Diversity Trust - GCDT
Zakaria Kehel (International Center for Agricultural Research in the Dry Areas - ICARDA)