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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Emily H. Branstad-Spates, Lina Castano-Duque, Gretchen A. Mosher, Charles R. Hurburgh, Phillip Owens, Edwin Winzeler, Kanniah Rajasekaran, Erin L. Bowers
Format: Artikel
Sprache:English
Veröffentlicht: Frontiers Media S.A. 2023-09-01
Schriftenreihe:Frontiers in Microbiology
Schlagworte:
aflatoxin
gradient boosting
Iowa
corn
feed safety
prediction modeling
Online Zugang:https://www.frontiersin.org/articles/10.3389/fmicb.2023.1248772/full

Online

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

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