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Table 3 Statistical results of SDGAE and other methods

From: Drug-target interaction prediction based on spatial consistency constraint and graph convolutional autoencoder

 

DTINet

GRMF

GADTI

MolTrans

NGDTP

GANDTI

P-value (AUC)

0.0229

0.0285

2.74e−4

0.0367

4.09e−3

1.13e−53

P-value (AUPR)

2.18e−23

9.90e−3

3.42e−13

6.83e-25

7.67e−93

9.86e−130

  1. The P-values were calculated based on the AUCs and AUPRs of each drug