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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Publicado en:	Journal of Sex Research Vol. 59; no. 2; pp. 224 - 238
Autores principales:	Vowels, Laura M., Vowels, Matthew J., Mark, Kristen P.
Formato:	Artículo
Publicado:	Taylor & Francis Ltd Feb 2022
Materias:	Infidelity (Couples) Man-woman relationships Machine learning Random forest algorithms Effect sizes (Statistics) Decision trees
Acceso en línea:	Ver este registro en EBSCOhost