DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees

Peter Müller, Lukas Faber, Karolis Martinkus +1

We propose the fully explainable Decision Tree Graph Neural Network (DT+GNN) architecture. In contrast to existing black-box GNNs and post-hoc explanation methods, the reasoning of…