PBCE formulates counterfactual explanations as profit maximization, removing exogenous targets and treating feature changes as modification costs, applied to manga sales prediction in Japan.
A survey of algorithmic recourse: Contrastive explanations and consequential recommendations,
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Profit-Based Counterfactual Explanations for Product Improvement: A Case Study of Manga Sales in Japan
PBCE formulates counterfactual explanations as profit maximization, removing exogenous targets and treating feature changes as modification costs, applied to manga sales prediction in Japan.