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VisualizationsApplied Machine Learning

Shapley Values

Reveal Cara's income and debt one at a time, in both orders, then average how far each moved her score. That average is each feature's Shapley value.

60
4852566064
Cara's scoreaverage score
Orders triedIncome addsDebt adds
Income, then Debt??
Debt, then Income??
Average??
The model starts at its average score, 60, as if it knew nothing about Cara. Press Reveal next feature.
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