Table 2.
Species | Adjacency only | Combined | Embedding only | ||||||
---|---|---|---|---|---|---|---|---|---|
AUROC | AUPRC | NDCG | AUROC | AUPRC | NDCG | AUROC | AUPRC | NDCG | |
Homo sapiens | 0.913 | 0.169 | 0.761 | 0.915 | 0.179 | 0.767 | 0.761 | 0.022 | 0.606 |
Saccharomyces cerevisiae | 0.931 | 0.202 | 0.781 | 0.930 | 0.210 | 0.787 | 0.789 | 0.034 | 0.635 |
Mus musculus | 0.909 | 0.137 | 0.742 | 0.904 | 0.135 | 0.739 | 0.739 | 0.020 | 0.599 |
Rattus norvegicus | 0.925 | 0.252 | 0.809 | 0.923 | 0.258 | 0.812 | 0.750 | 0.027 | 0.633 |
Sus scrofa | 0.898 | 0.120 | 0.721 | 0.895 | 0.126 | 0.729 | 0.745 | 0.017 | 0.583 |
Mean | 0.915 | 0.176 | 0.763 | 0.913 | 0.182 | 0.767 | 0.757 | 0.024 | 0.612 |
AUROC: area under the receiver operating characteristic curve; AUPRC: area under the precision-recall curve; NDCG: normalized discounted cumulative gain; Combined: adjacency matrices concatenated with embedding vector-based matrices as input