n-Shapley values

anchor

Shapley values truncated at interactions of order n, giving a controlled trade-off between an additive explanation and a full interaction decomposition.

Findings

• SY-001Objects outside the patient, gown snaps and ECG electrodes, drive Sybil's risk predictions [primary]
• SY-003Sybil processes pulmonary nodules almost additively, with limited pairwise interactions [primary]