Simple Science

Cutting edge science explained simply

Cutting edge science explained simply

Peter Flach

Machine Learning Introducing Shapley Sets: A New Approach to Feature Attribution

Shapley Sets provides improved insights into feature interactions in model predictions.

2025-10-23T22:29:00+00:00 ― 6 min read

Machine Learning Shapley Compositions: A New Approach to Multiclass Predictions

Learn how Shapley compositions improve the understanding of multiclass predictions.

2025-07-03T07:14:06+00:00 ― 6 min read