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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Vydané v:	Psychological methods Ročník 30; číslo 2; s. 271
Hlavní autori:	Henninger, Mirka, Debelak, Rudolf, Rothacher, Yannick, Strobl, Carolin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.04.2025
Predmet:	Data Interpretation, Statistical Humans Machine Learning Neural Networks, Computer Psychology - methods
ISSN:	1939-1463, 1939-1463
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