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Table 5 Prediction results of S.cerevisiae (core subset) under five-fold cross-validation

From: SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction

testing set ACC(%) Spec(%) Sens(%) Prec(%) MCC(%) AUC(%)
1 95.44 97.59 93.48 97.48 90.97 98.42
2 95.17 96.69 94.1 96.59 90.39 98.92
3 95.13 97.32 93.3 97.20 90.35 98.28
4 95.49 96.37 94.36 96.27 91.98 98.74
5 96.16 98.21 93.74 98.14 92.39 98.80
average 95.48 ± 0.37 97.23 ± 0.66 93.80 ± 0.39 97.13 ± 0.66 91.02 ± 0.74 98.63