We’re expanding our investigation into incidents involving the police to include an analysis of weapon types and their role in shaping the perceived threat level. This research aims to discern the outcomes influenced by the presence and variety of weapons. Moreover, we are examining the link between encounters with law enforcement and signs of mental health issues. Although our initial use of logistic regression did not provide precise predictions, we are contemplating adjustments to improve its performance. If these improvements are still inadequate, we will consider switching to classification models, which may yield more nuanced understanding of the complex factors in these important situations.
Be First to Comment