Table 4.
Evaluation index score of each algorithm model in the binary classification of PVY-infected leaf and TMV-infected leaf.
| algorithm models | disease | precision | recall | f1-score | support | accuracy |
|---|---|---|---|---|---|---|
| SavGol+SVM | PVY | 1.00 | 1.00 | 1.00 | 95 | 1.00 |
| TMV | 1.00 | 1.00 | 1.00 | 54 | ||
| SavGol+RF | PVY | 1.00 | 1.00 | 1.00 | 95 | 1.00 |
| TMV | 1.00 | 1.00 | 1.00 | 54 | ||
| MSC+SVM | PVY | 0.99 | 1.00 | 0.995 | 95 | 0.993 |
| TMV | 1.00 | 0.981 | 0.991 | 54 | ||
| MSC+RF | PVY | 0.946 | 0.916 | 0.935 | 95 | 0.913 |
| TMV | 0.86 | 0.907 | 0.891 | 54 | ||
| SNV+SVM | PVY | 0.959 | 1.00 | 0.979 | 95 | 0.973 |
| TMV | 1.00 | 0.926 | 0.962 | 54 | ||
| SNV+RF | PVY | 0.989 | 0.989 | 0.989 | 95 | 0.986 |
| TMV | 0.981 | 0.981 | 0.981 | 54 |