Probabilistic Alternative to the Gower Distance: A Note on Deodata Predictors

descriptionPublicationkeyboard_double_arrow_right Preprint , Article , Other literature type 01 Jan 2021Embargo end date: 01 Jan 2022 English Publisher:ZenodoJournal:CoRR, volume abs/2201.06355

Authors: Alb, Cristian;

doi: 10.13140/rg.2.2.26146.35522 , 10.48550/arxiv.2201.06355

arXiv: 2201.06355

Probabilistic Alternative to the Gower Distance: A Note on Deodata Predictors

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Abstract

A probabilistic alternative to the Gower distance is proposed. The probabilistic distance enables the realization of a generic deodata predictor.

Keywords

FOS: Computer and information sciences, Computer Science - Machine Learning, mixed data, Gower distance, Machine Learning (cs.LG)

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