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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