Efficient link prediction in the protein–protein interaction network using topological information in a generative adversarial network machine learning model

Table 1 Mean results across tenfold cross-validation of prediction for each investigated species

Species	AUROC	AUPRC	NDCG	Computing time (s)
Homo sapiens	0.913	0.169	0.761	1310
Saccharomyces cerevisiae	0.931	0.202	0.781	899
Mus musculus	0.909	0.137	0.742	1334
Rattus norvegicus	0.925	0.252	0.809	1525
Sus scrofa	0.898	0.120	0.721	1429
Mean	0.915	0.176	0.763	1299

AUROC: area under the receiver operating characteristic curve; AUPRC: area under the precision-recall curve; NDCG: normalized discounted cumulative gain

ISSN: 1471-2105