Table 5.
Local relevance conservation for c1c([N +]([O−]) = O)ccc(Br)c1
| Layer | Relevance, R (L + 1) | Relevance, R (L) | Delta, R (L + 1)-R (L) | Bias, Delta / R (L + 1) *100% |
|---|---|---|---|---|
| Result | 0.98119 | – | – | – |
| HighWay Output | 0.98119 | 0.9300 | 0.0512 | 5.21 |
| HighWay Input | 0.9300 | 0.7227 | 0.2073 | 22.3 |
| DeMaxPool | 0.7227 | 0.7371 | − 0.0144 | − 1.98 |
| Conv1 | 0.0090 | 0.0117 | − 0.00271 | − 30.1 |
| Conv2 | 0.1627 | 0.1627 | 0a | 0 |
| Conv3 | − 0.0443 | − 0.0443 | 0 | 0 |
| Conv4 | 0.0191 | 0.0191 | 0 | 0 |
| Conv5 | − 0.0984 | − 0.0984 | 0 | 0 |
| Conv6 | − 0.0136 | − 0.0136 | 0 | 0 |
| Conv7 | 0.0806 | 0.0806 | 0 | 0 |
| Conv8 | 0.0957 | 0.0957 | 0 | 0 |
| Conv9 | 0.1528 | 0.1528 | 0 | 0 |
| Conv10 | 0.0845 | 0.0845 | 0 | 0 |
| Conv15 | 0.1038 | 0.1038 | 0 | 0 |
| Conv20 | 0.1851 | 0.1851 | 0 | 0 |
| Total | 0.98119 | 0.7398 | 0.2414 | 24.6 |
aAll 0 values were all less than 10− 5