ECCCos from the Black Box | Towards Data Science

Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals Counterfactual explanations offer an intuitive and straightforward way to explain opaque machine learning (ML) model...

By · · 1 min read
ECCCos from the Black Box | Towards Data Science

Source: Towards Data Science

Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals Counterfactual explanations offer an intuitive and straightforward way to explain opaque machine learning (ML) models. They work under the premise of perturbing inputs to achieve a desired change in the predicted output. If you have not heard about counterfactual explanations before, feel free to also check out my […]