Accumulated Local Effects and Graph Neural Networks for link prediction

Paulina Kaczyńska, Julian Sienkiewicz, Dominik Ślęzak

We investigate how Accumulated Local Effects (ALE), a model-agnostic explanation method, can be adapted to visualize the influence of node feature values in link prediction tasks u…