Multicategory choice modeling by recurrent neural nets

URN to cite this document:: urn:nbn:de:bvb:355-epub-766106
DOI to cite this document:: 10.5283/epub.76610

Hruschka, Harald

License: Creative Commons Attribution 4.0
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Date of publication of this fulltext: 28 Apr 2025 08:46

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Abstract

In multicategory choice, a customer may purchase multiple products or product categories at the same time. Hidden variables of recurrent nets depend on current inputs and hidden variables of the previous period. We investigate the three main variants of recurrent neural nets, which we compare to multilayer perceptrons and multivariate logit models. Model evaluation is based on binary ...