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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Ahmed Aman Ibrahim, Noah Hassan Ugail, Hassan Ugail
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Springer 2025-02-01
Цуврал:	Discover Artificial Intelligence
Нөхцлүүд:	Facial beauty prediction Interpretability Permutation feature importance XRAI Convolutional neural networks
Онлайн хандалт:	https://doi.org/10.1007/s44163-025-00226-8
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!