Interpretable machine learning for psychological research: Opportunities and pitfalls

In recent years, machine learning methods have become increasingly popular prediction methods in psychology. At the same time, psychological researchers are typically not only interested in making predictions about the dependent variable, but also in learning which predictor variables are relevant,...

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Bibliographic Details

Published in:	Psychological methods Vol. 30; no. 2; p. 271
Main Authors:	Henninger, Mirka, Debelak, Rudolf, Rothacher, Yannick, Strobl, Carolin
Format:	Journal Article
Language:	English
Published:	United States 01.04.2025
Subjects:	Data Interpretation, Statistical Humans Machine Learning Neural Networks, Computer Psychology - methods
ISSN:	1939-1463, 1939-1463
Online Access:	Get more information
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