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. 2021 Dec 17;22:597. doi: 10.1186/s12859-021-04518-5

Table 4.

AUROC values obtained by 10-fold cross-validation in datasets without unknown genes

Algorithms/datasets Encoder1 GBT LR DNN Encoder2
PPI 0.7464 0.6782 0.6889 0.6897 NA
GO 0.8321 0.8268 0.7981 0.8583 NA
GTEx 0.8163 0.7114 0.7233 0.7476 NA
pathDIP 0.8420 0.8314 0.7607 0.8051 NA
Mashup 0.8631 NA NA NA NA
KEGG 0.8324 NA NA NA NA
Concat. M 0.8881 0.8688 0.8760 NA 0.9153
Concat. P&G 0.7995 0.8503 0.8777 0.8795 0.9095