Who Leads? Comparing Human-Centric and Model-Centric Strategies for Defining ML Target Variables

Mengtian Guo, David Gotz, Yue Wang

Predictive modeling has the potential to enhance human decision-making. However, many predictive models fail in practice due to problematic problem formulation in cases where the p…