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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Những tác giả chính: Emily H. Branstad-Spates, Lina Castano-Duque, Gretchen A. Mosher, Charles R. Hurburgh, Phillip Owens, Edwin Winzeler, Kanniah Rajasekaran, Erin L. Bowers
Định dạng: Bài viết
Ngôn ngữ:English
Được phát hành: Frontiers Media S.A. 2023-09-01
Loạt:Frontiers in Microbiology
Những chủ đề:
aflatoxin
gradient boosting
Iowa
corn
feed safety
prediction modeling
Truy cập trực tuyến: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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