The Impact of Undersampling on the Predictive Performance of Logistic Regression and Machine Learning Algorithms: A Simulation Study

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Bibliographic Details
Published in:	Epidemiology (Cambridge, Mass.) Vol. 31; no. 5; p. e42
Main Authors:	Cartus, Abigail R, Bodnar, Lisa M, Naimi, Ashley I
Format:	Journal Article
Language:	English
Published:	United States 01.09.2020
Subjects:	Algorithms Computer Simulation Humans Logistic Models Machine Learning Selection Bias
ISSN:	1531-5487, 1531-5487
Online Access:	Get more information
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Description
Bibliography:	content type line 23 SourceType-Scholarly Journals-1 ObjectType-Correspondence-1
ISSN:	1531-5487 1531-5487
DOI:	10.1097/EDE.0000000000001198