Table 3.
Species | Adjacency only–combined | Adjacency only–embedding only | ||||
---|---|---|---|---|---|---|
AUROC | AUPRC | NDCG | AUROC | AUPRC | NDCG | |
Homo sapiens | 0.297 | 0.577 | 0.579 | < 0.001 | < 0.001 | < 0.001 |
Saccharomyces cerevisiae | 0.971 | 0.631 | 0.631 | < 0.001 | < 0.001 | < 0.001 |
Mus musculus | 0.523 | 0.796 | 0.688 | < 0.001 | < 0.001 | < 0.001 |
Rattus norvegicus | 0.228 | 0.481 | 0.475 | < 0.001 | < 0.001 | < 0.001 |
Sus scrofa | 0.429 | 0.429 | 0.290 | < 0.001 | < 0.001 | < 0.001 |
Mean | 0.490 | 0.583 | 0.533 | < 0.001 | < 0.001 | < 0.001 |
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