all possible coalitions
replaced by the randomly drawn
a random value of the cat allowed/banned feature from the randomly drawn apartment
The Shapley value returns a simple value per feature, but no prediction model like LIME.
cannot be used to make statements about changes in prediction for changes in the input,
The “game” is the prediction task for a single instance of the dataset
The “gain” is the actual prediction for this instance minus the average prediction for all instances
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