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Table 2 5-fold cross validation result obtained in predicting Yeast 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 96.20 100.00 92.34 92.66 96.62
2 97.23 100.00 94.32 94.59 97.11
3 96.74 100.00 93.55 93.68 96.67
4 96.69 100.00 93.40 93.59 96.83
5 97.23 100.00 94.56 94.61 97.15
Average 96.82 ± 0.43 100.00 + 0.00 93.63 ± 0.87 93.83 ± 0.81 96.88 ± 0.24