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Table 7 Performance comparison of different methods on the Yeast dataset

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

Model Test set Accu.(%) Prec.(%) Sen.(%) MCC(%)
Guos’ work [35] ACC 89.33 ± 2.67 88.87 ± 6.16 89.93 ± 3.68 N/A
AC 87.36 ± 1.38 87.82 ± 4.33 87.30 ± 4.68 N/A
Zhous’ work [36] SVM + LD 88.56 ± 0.33 89.50 ± 0.60 87.37 ± 0.22 77.15 ± 0.68
Yangs’ work [37] Cod1 75.08 ± 1.13 74.75 ± 1.23 75.81 ± 1.20 N/A
Cod2 80.04 ± 1.06 82.17 ± 1.35 76.77 ± 0.69 N/A
Cod3 80.41 ± 0.47 81.86 ± 0.99 78.14 ± 0.90 N/A
Cod4 86.15 ± 1.17 90.24 ± 1.34 81.03 ± 1.74 N/A
Proposed method WSRC 96.82 ± 0.43 100.00 + 0.00 93.63 ± 0.87 93.83 ± 0.81