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Table 3 Influence of the subnetwork structure on the Edit Vector-based model

From: Hard-threshold neural network-based prediction of organic synthetic outcomes

Subnetwork structureTraining AccuracyValidation AccuracyTest Accuracy
200/100/5080.1%70.0%71.2%
250/100/5080.0%72.0%71.3%
250/125/5078.8%71.7%70.9%
300/100/5078.7%69.8%69.8%
100/100/50/50/5076.0%70.4%69.9%
100/100/50/50/5074.7%70.1%69.5%