shapley

Last time, we discussed Shapley values and how they are defined, mathematically. This time, let's turn our attention to how to use them.¹

We discussed how explainable artificial intelligence (XAI) is focused around taking models which have high predictive power (high variance, or high VC models) and providing an …

A common concern in machine learning (ML) solutions is that apparent predictive power is coming from a problematic source.¹ For example, a model might learn to predict burrito quality from latitude and longitude. In this case, the actual signal is likely coming from a particular city or neighborhood having …