Articles with "categorical features" as a keyword



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The use of autoencoders for training neural networks with mixed categorical and numerical features

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Published in 2023 at "ASTIN Bulletin"

DOI: 10.1017/asb.2023.15

Abstract: Abstract We focus on modelling categorical features and improving predictive power of neural networks with mixed categorical and numerical features in supervised learning tasks. The goal of this paper is to challenge the current dominant… read more here.

Keywords: neural networks; networks mixed; numerical features; categorical features ... See more keywords