Oct. 31, 2023, 7:34 a.m. | /u/venkarafa

Data Science www.reddit.com

So I have been reading up on SHAP values. I get that it works on the principle of game theory . Basically, just like we would want to allocate a payoff among the participants fairly, the same could be done to a statistical model.

For e.g. if we have a Linear regression model and we have ice cream sales as dependent variable. The independent variables are weather, location of the ice cream store, cost of the ice creams, some marketing …

attribution cases datascience feature game game theory linear reading shap theory utility values

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