Table 2 Results of different neural network architectures
From: A neural network-based method for polypharmacy side effects prediction
No. hidden layers | No. neurons | AUROC | AUPRC | Running time |
|---|---|---|---|---|
2 | 300, 200 | 0.961 | 0.950 | 8Â h, 10 min |
3 | 300, 200, 100 | 0.966 | 0.953 | 8Â h, 40 min |
4 | 300, 200, 100, 50 | 0.966 | 0.954 | 8Â h, 50 min |
5 | 300, 200, 100, 50, 25 | 0.967 | 0.954 | 14Â h |