Moving towards more holistic machine learning-based approaches for classification problems in animal studies
Charlotte Christensen, André C. Ferreira, Wismer Cherono…·Damien Roger Farine
This paper argues for moving beyond performance metrics in ML classification for animal studies and proposes simulations and biological validations to better assess model utility despite noisy data.