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

Authors :: Cartus, Abigail R.
Bodnar, Lisa M.
Naimi, Ashley I.
Source :: Epidemiology; Sep2020, Vol. 31 Issue 5, pe42-e44, 3p
Publication Year :: 2020
Abstract: Supplemental Digital Content is available in the text. [ABSTRACT FROM AUTHOR]

Subjects :: COMPUTER simulation
RESEARCH funding
LOGISTIC regression analysis
RESEARCH bias
ALGORITHMS

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