Mothers Matter: Using Regression Tree Algorithms to Predict Adolescents’ Sharing of Drunk References on Social Media

Mothers Matter: Using Regression Tree Algorithms to Predict Adolescents’ Sharing of Drunk References on Social Media

Exposure to online drinking on social media is associated with real-life alcohol consumption. Building on the Theory of planned behavior, the current study substantially adds to this line of research by identifying the predictors of sharing drunk references on social media. Based on a cross-sectiona...

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Detalles Bibliográficos
Autores principales: Sebastian Kurten, David Winant, Kathleen Beullens
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
machine learning
regression tree
CART
extreme gradient boosting
social media
adolescents
Medicine
R
Acceso en línea:https://doaj.org/article/208d9ae4ba944ac0a8cc97bd04f0600f
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https://doaj.org/article/208d9ae4ba944ac0a8cc97bd04f0600f

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