Predicting Health Care Costs Using Evidence Regression

Predicting Health Care Costs Using Evidence Regression

People’s health care cost prediction is nowadays a valuable tool to improve accountability in health care. In this work, we study if an interpretable method can reach the performance of black-box methods for the problem of predicting health care costs. We present an interpretable regression method b...

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Bibliographic Details
Main Authors: Belisario Panay, Nelson Baloian, José A. Pino, Sergio Peñafiel, Horacio Sanson, Nicolas Bersano
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Proceedings
Subjects:
health care costs prediction
expert systems
dempster-shafer theory
evidence regression
supervised learning
Online Access:https://www.mdpi.com/2504-3900/31/1/74

Internet

https://www.mdpi.com/2504-3900/31/1/74

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