Skip to main content

Table 5 Effect of the mixing factor ε and deactivation rate on the hybrid model

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

εDropout rateTraining AccuracyValidation AccuracyTest Accuracy
0080.1%70.0%71.2%
1.0000099.9%63.1%61.6%
0.1000099.7%65.1%66.9%
0.0200098.8%71.0%70.8%
0.0010085.3%71.9%72.5%
0.0008085.5%75.3%72.6%
0.0005083.6%70.1%72.3%
0.0010085.3%71.9%72.5%
0.00100.0185.7%73.8%73.0%
0.00100.0285.4%73.7%73.9%
0.00100.0583.4%73.1%73.1%
0.00100.182.6%70.9%72.7%
0.00100.277.9%68.7%70.3%