Entropy-based Logic Explanations of Neural Networks

Benchmark Model Rank Results
image-classification-on-cubEntropy-based Logic Explained Network#1Classification Accuracy: 0.9295Explanation Accuracy: 95.24
image-classification-on-cub$\psi$ network#2Classification Accuracy: 0.9192Explanation Accuracy: 76.1
image-classification-on-cubBayesian Rule List#3Classification Accuracy: 0.9079Explanation Accuracy: 96.02
image-classification-on-cubDecision Tree#4Classification Accuracy: 0.8162Explanation Accuracy: 89.36