Predicting the Vulnerability of Women to Intimate Partner Violence in South Africa: Evidence from Tree-based Machine Learning Techniques

Intimate partner violence (IPV) is a pervasive social challenge with severe health and demographic consequences. Global statistics indicate that more than a third of women have experienced IPV at some point in their lives. In South Africa, IPV is considered a significant contributor to the country?s...

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Detalles Bibliográficos
Autores principales: Amusa, Lateef B. (Autor) ; Bengesai, Annah V. (Autor) ; Khan, Hafiz T. A. (Autor)
Tipo de documento: Electrónico Artículo
Lenguaje:Inglés
Publicado: 2022
En: Journal of interpersonal violence
Año: 2022, Volumen: 37, Número: 7/8, Páginas: NP5228-NP5245
Acceso en línea: Volltext (lizenzpflichtig)
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Palabras clave:
South Africa
Decision Tree
Intimate Partner Violence
Machine Learning