Is facial beauty in the eyes? A multi-method approach to interpreting facial beauty prediction in machine learning models

Abstract Despite advances in facial beauty prediction, how specific facial regions contribute to perceptions of attractiveness remains largely unexplored, highlighting a critical interpretability gap in this domain. This study addresses the interpretability gap in facial beauty prediction (FBP) mode...

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Váldodahkkit:	Ahmed Aman Ibrahim, Noah Hassan Ugail, Hassan Ugail
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Springer 2025-02-01
Ráidu:	Discover Artificial Intelligence
Fáttát:	Facial beauty prediction Interpretability Permutation feature importance XRAI Convolutional neural networks
Liŋkkat:	https://doi.org/10.1007/s44163-025-00226-8
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