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Table 3 Results of the fivefold cross-validation test based on the different kernel scales

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

Index

Kernels

32/64

64/128

128/256

256/512

Loss

0.3845

0.2922

0.2951

0.3424

Acc

0.8343

0.9062

0.9148

0.9191

Sen

0.8165

0.9153

0.919

0.9205

Spe

0.8522

0.8969

0.9105

0.9178

Pre

0.8474

0.9013

0.9117

0.9184

F measure

0.8317

0.9083

0.9153

0.9195

MCC

0.6691

0.8125

0.8295

0.8383

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BMC Bioinformatics

ISSN: 1471-2105

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