Is Infidelity Predictable? Using Explainable Machine Learning to Identify the Most Important Predictors of Infidelity.

Infidelity can be a disruptive event in a romantic relationship with a devastating impact on both partners' well-being. Thus, there are benefits to identifying factors that can explain or predict infidelity, but prior research has not utilized methods that would provide the relative importance of ea...

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Bibliographic Details

Published in:	Journal of Sex Research Vol. 59; no. 2; pp. 224 - 238
Main Authors:	Vowels, Laura M., Vowels, Matthew J., Mark, Kristen P.
Format:	Article
Published:	Taylor & Francis Ltd Feb 2022
Subjects:	Infidelity (Couples) Man-woman relationships Machine learning Random forest algorithms Effect sizes (Statistics) Decision trees
Online Access:	View this record in EBSCOhost