Paper | Code | Classification Accuracy | Explanation Accuracy | Explanation complexity | Explanation extraction time | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|
Entropy-based Logic Explanations of Neural Networks | ✓ Link | 0.9295 | 95.24 | 3.74 | 171.87 | Entropy-based Logic Explained Network | 2021-06-12 |
Entropy-based Logic Explanations of Neural Networks | ✓ Link | 0.9192 | 76.1 | 15.96 | 3707.29 | $\psi$ network | 2021-06-12 |
Entropy-based Logic Explanations of Neural Networks | ✓ Link | 0.9079 | 96.02 | 8.87 | 264678.29 | Bayesian Rule List | 2021-06-12 |
Entropy-based Logic Explanations of Neural Networks | ✓ Link | 0.8162 | 89.36 | 45.92 | 8.1 | Decision Tree | 2021-06-12 |