Gradient boosting machine learning model to predict aflatoxins in Iowa corn

Gradient boosting machine learning model to predict aflatoxins in Iowa corn

IntroductionAflatoxin (AFL), a secondary metabolite produced from filamentous fungi, contaminates corn, posing significant health and safety hazards for humans and livestock through toxigenic and carcinogenic effects. Corn is widely used as an essential commodity for food, feed, fuel, and export mar...

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Bibliographic Details
Main Authors: Emily H. Branstad-Spates, Lina Castano-Duque, Gretchen A. Mosher, Charles R. Hurburgh, Phillip Owens, Edwin Winzeler, Kanniah Rajasekaran, Erin L. Bowers
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Microbiology
Subjects:
aflatoxin
gradient boosting
Iowa
corn
feed safety
prediction modeling
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2023.1248772/full

Internet

https://www.frontiersin.org/articles/10.3389/fmicb.2023.1248772/full

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