Table 3 AUROC values obtained by 10-fold cross-validation in datasets with unknown genes
From: Gene prediction of aging-related diseases based on DNN and Mashup
Algorithms/datasets | Encoder1 | GBT | LR | DNN | Naive |
|---|---|---|---|---|---|
PPI | 0.7451 | 0.6585 | 0.6844 | 0.6381 | 0.7995 |
GO | 0.8326 | 0.8520 | 0.7900 | 0.8498 | 0.6080 |
GTEx | 0.8165 | 0.7156 | 0.7173 | 0.7535 | 0.5062 |
pathDIP | 0.8457 | 0.8392 | 0.7600 | 0.7507 | 0.7817 |
Mashup | 0.8637 | NA | NA | NA | NA |
KEGG | 0.8322 | NA | NA | NA | NA |