Table 3 Performance of all data mining methods showed in AUC and accuracy.
From: Classification epitopes in groups based on their protein family
Matrix | PCP | PSS | PCP+PSS | |||
|---|---|---|---|---|---|---|
Models | AUC | Accuracy | AUC | Accuracy | AUC | Accuracy |
SVM | 1 | 1 | 1 | 1 | 1 | 1 |
MLR | 0.986 | 0.952 | 0.655 | 0.714 | 1 | 1 |
DT | 0.957 | 0.962 | 0.921 | 0.943 | 0.943 | 0.952 |
NB | 0.8 | 0.838 | 0.521 | 0.667 | 0.793 | 0.838 |
KM | 0.493 | 0.667 | 0.509 | 0.681 | 0.507 | 0.667 |