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A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
christodoulou Evangelia ,
M.A. Jie ,
Gary S. Collins ,
Ewout W. Steyerberg ,
Jan Y. Verbakel ,
Ben van Calster
February 2019
February 2019
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Abstract
The objective of this study was to compare performance of logistic regression (LR)
with machine learning (ML) for clinical prediction modeling in the literature.