An iterative approach to identify key predictive features of fear reactivity and fearfulness in horses (Equus caballus)

An iterative approach to identify key predictive features of fear reactivity and fearfulness in horses (Equus caballus)

Abstract This study extends previous findings by applying artificial intelligence (AI) methods to a larger dataset to identify key features that predict fear reactivity (i.e., immediate reaction to fear inducing stimuli) and fearfulness (i.e., a stable personality trait) in 101 Lipizzan horses. The...

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Bibliographic Details
Main Authors: Elena Gobbo, Oleksandra Topal, Inna Novalija, Dunja Mladenić, Manja Zupan Šemrov
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Animal personality
Fear-related behaviors
Morphology
Artificial intelligence
Online Access:https://doi.org/10.1038/s41598-025-10725-4
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