Analyze Shapley Values with Altair® Knowledge Studio®
Knowledge Studio supports analysis of Shapley values, a solution concept from the world of cooperative game theory. Data scientists can use Shapley values to explain individual predictions of black box machine learning models, including random forest and boosting models. This video demonstrates how to use Knowledge Studio’s SHAP (Shapley Additive exPlanations) node.