A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models.
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models.
E. Christodoulou,Jie Ma,3 Autoren,B. Van calster
2019 · DOI: 10.1016/j.jclinepi.2019.02.004
Journal of Clinical Epidemiology · 1,382 Zitierungen
TLDR
Improvements in methodology and reporting are needed for studies that compare modeling algorithms for clinical prediction modeling in the literature and found no evidence of superior performance of ML over LR.