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Table 4 AUROC values obtained by 10-fold cross-validation in datasets without unknown genes

From: Gene prediction of aging-related diseases based on DNN and Mashup

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