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Table 4 Five-fold cross-validation results shown by using our proposed method on yeast

From: Computational methods using weighed-extreme learning machine to predict protein self-interactions with protein evolutionary information

Testing set Ac (%) Sn (%) Pe (%) MCC (%)
SVM + PSSM + LAG
 1 89.15 21.33 65.31 37.20
 2 89.63 20.27 73.17 37.84
 3 90.51 13.43 81.10 33.44
 4 90.11 15.44 72.41 32.96
 5 89.28 28.87 64.06 42.83
 Average 89.73 ± 0.57 19.87 ± 6.01 71.19 ± 6.85 36.85 ± 0.04