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Table 5 Five-fold cross-validation results shown by using our proposed method on human

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 93.32 23.26 85.90 43.64
 2 93.06 22.07 89.19 43.15
 3 93.47 24.57 88.75 45.50
 4 93.70 26.14 74.19 43.49
 5 93.25 23.59 93.42 45.52
 Average 93.36 ± 0.24 23.92 ± 1.53 93.54 ± 4.25 44.26 ± 0.012