Deep neural networks for choice analysis: A statistical learning theory perspective
Sign Up to like & getrecommendations! Published in 2021 at "Transportation Research Part B: Methodological"
DOI: 10.1016/j.trb.2021.03.011
Abstract: While researchers increasingly use deep neural networks (DNN) to analyze individual choices, overfitting and interpretability issues remain as obstacles in theory and practice. By using statistical learning theory, this study presents a framework to examine… read more here.
Keywords: learning theory; dnn; choice analysis; choice ... See more keywords