Using machine learning to forecast domestic homicide via police data and super learning

Abstract We explore the feasibility of using machine learning on a police dataset to forecast domestic homicides. Existing forecasting instruments based on ordinary statistical instruments focus on non-fatal revictimization, produce outputs with limited predictive validity, or both. We implement a “...

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Bibliographic Details
Main Authors: Jacob Verrey, Barak Ariel, Vincent Harinam, Luke Dillon
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-50274-2