What is Expected Gradients?

Expected Gradients

Expected gradients are a fast explainability technique useful for differentiable models. You can think of expected gradients as a SHAP-based version of integrated gradients, an older explainability technique. It extends the Shapley game-theory approach to integradients so the outputs of the feature attributions sum to the output.