A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

Author(s):
Christodoulou, E.; Ma, J.; Collins, G.S.; Steyerberg, E.W. (0000-0002-7787-0122); Verbakel, J.Y.; Calster, B. van
Published
2019
Publication type
Article / Letter to editor
Clinical prediction modelsLogistic regressionMachine learningAUCCalibrationReporting
Date issued
2019-06-30
Language
English
Is part of
Journal of Clinical Epidemiology (2019), Vol. 110, p. 12-22
hdl
1887/121093
doi
10.1016/j.jclinepi.2019.02.004