Opening Black Boxes: How to leverage Explainable Machine Learning


Let's see what the result would be if we were to calculate the Shapley values for a single row: Shapley values for a single data point. This plot shows a base value that is used to indicate the direction of the prediction. Seeing as most of the targets are 0, it isn't strange to see that the base value is negative.

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