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Table 3 5-fold cross validation result obtained in predicting H. pylori PPIs dataset

From: Sequence-based prediction of protein-protein interactions using weighted sparse representation model combined with global encoding

Test set Accu.(%) Prec.(%) Sen.(%) MCC(%) AUC(%)
1 93.14 97.05 89.15 87.19 94.64
2 92.80 95.73 89.97 86.62 93.60
3 92.28 97.34 87.07 85.69 93.14
4 93.31 93.24 92.91 87.50 94.49
5 92.64 97.30 87.50 86.27 92.89
Average 92.83 ± 0.41 96.13 ± 1.75 89.32 ± 2.33 86.65 ± 0.72 93.75 ± 0.79