Prescribing Decisions Using AI-Based Prescriptive Analytics: Procedure, Challenge, and Validation Pathways
Prescriptive analytics uses predictions to recommend decisions, but its superiority over the current approach is commonly evaluated on historical data in which only the cost of the implemented decision is observed. When a prescribed decision differs from the historical decision, its actual cost is a counterfactual outc...