Table 4 Influence of the dropout rate on the Edit Vector-based model
From: Hard-threshold neural network-based prediction of organic synthetic outcomes
Dropout rate | Training Accuracy | Validation Accuracy | Test Accuracy |
|---|---|---|---|
0 | 80.1% | 70.0% | 71.2% |
0.01 | 77.3% | 69.8% | 70.1% |
0.02 | 79.9% | 72.5% | 72.7% |
0.1 | 75.4% | 69.7% | 70.8% |