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Table 2 Results of the fivefold cross-validation test based on the various channels

From: Performance improvement for a 2D convolutional neural network by using SSC encoding on protein–protein interaction tasks

 

[S1]

[S1, S2]

[S1, C]

[S1, S2, C]

Loss value

0.3571

0.3453

0.3557

0.2951

Acc

0.8679

0.8699

0.8829

0.9148

Sen

0.8582

0.8799

0.887

0.919

Spe

0.8777

0.8602

0.8789

0.9105

Pre

0.8769

0.8596

0.8785

0.9117

F measure

0.8674

0.8696

0.8827

0.9153

MCC

0.7360

0.7401

0.7659

0.8295