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Table 7 Results of testing our SVM and DeNovo’s SVM [6] on DeNovo’s dataset of 425 positive and 425 negative PPIs

From: A generalized approach to predicting protein-protein interactions between virus and host

  SN(%) SP(%) ACC(%) PPV(%) NPV(%) MCC AUC
Our SVM 80.00 88.94 84.47 87.86 81.64 0.692 0.897
DeNovo’s SVM 80.71 83.06 81.90
  1. SN: sensitivity, SP: specificity, ACC: accuracy, PPV: positive predictive value, NPV: negative predictive value, MCC: Matthews correlation coefficient, AUC: the area under the ROC, “–”: not available