Proposes variance deltas, an interactive tree-based visualization system that identifies subsets of unobserved quantities explaining posterior uncertainty, with demonstrations on causal inference and polling data.
Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models , url=
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Variance Deltas for Visualizing and Explaining Posterior Uncertainty
Proposes variance deltas, an interactive tree-based visualization system that identifies subsets of unobserved quantities explaining posterior uncertainty, with demonstrations on causal inference and polling data.