Explainable Ai, Counterfactual, Machine Learning.
explainability in a similar way. We try to change a row/record by some minimal amount to create potential counterfactual examples and as we can get the answer of counterfactual records by just pinging the model, we can say If feature X had a value B instead of original value A, classification would