Methods | Complete dataset | Training dataset | Testing dataset | Results for testing dataset | Results for Independent dataset | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
 | Pos | Neg | Pos | Neg | Pos | Neg | SE | SP | Plant (Acc) | Virus (Acc) | Total (Acc) |
Triplet-SVM | 193 | 1168 | 163 | 168 | 30 | 1000 | 0.933 | 0.881 | 0.882 | 0.843 | 0.877a |
microPred | 691 | 9248 | SMOTE Outer-5-fold-CV | 0.900 | 0.973 | 0.841 | 0.939 | 0.853b | |||
Our method | 3928 | 8897 | 3000 | 3000 | 928 | 5897 | 0.873 | 0.911 | 0.976 | 0.913 | 0.970 |