Table 8 Results of 5-fold cross validation of our SVM and Barman’s SVM [14] with Barman’s dataset of 1035 positive and 1035 negative PPIs
From: A generalized approach to predicting protein-protein interactions between virus and host
SN(%) | SP(%) | ACC(%) | PPV(%) | NPV(%) | MCC | AUC | F1(%) | |
|---|---|---|---|---|---|---|---|---|
Our SVM | 76.14 | 83.77 | 79.95 | 82.46 | 77.80 | 0.601 | 0.858 | 79.17 |
Barman’s SVM | 67.00 | 74.00 | 71.00 | 72.00 | – | 0.440 | 0.730 | 69.41 |