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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Veröffentlicht in:	Psychological methods Jg. 30; H. 2; S. 271
Hauptverfasser:	Henninger, Mirka, Debelak, Rudolf, Rothacher, Yannick, Strobl, Carolin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States 01.04.2025
Schlagworte:	Data Interpretation, Statistical Humans Machine Learning Neural Networks, Computer Psychology - methods
ISSN:	1939-1463, 1939-1463
Online-Zugang:	Weitere Angaben
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