Counterfactual Explanation

Counterfactual Explanation is an interpretative method that aims to reveal the condition changes required to achieve a specific goal by contrasting the current situation with hypothetical scenarios. This approach can help users understand the logic behind model decisions, clarify directions for improvement, and enhance transparency and interpretability, making it valuable in fields such as finance and healthcare.