Comparison of machine learning models for bluetongue risk prediction: a seroprevalence study on small ruminants

Comparison of machine learning models for bluetongue risk prediction: a seroprevalence study on small ruminants

Abstract Background Bluetongue (BT) is a disease of concern to animal breeders, so the question on their minds is whether they can predict the risk of the disease before it occurs. The main objective of this study is to enhance the accuracy of BT risk prediction by relying on machine learning (ML) a...

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Bibliographic Details
Main Authors: Hagar F. Gouda, Fardos A. M. Hassan, Eman E. El-Araby, Sherif A. Moawed
Format: Article
Language:English
Published: BMC 2022-11-01
Series:BMC Veterinary Research
Subjects:
Random forests
Classification
Variable importance
Machine learning
Bluetongue
ANN
Online Access:https://doi.org/10.1186/s12917-022-03486-z

Internet

https://doi.org/10.1186/s12917-022-03486-z

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