Classification results of SVM model in apples with pesticide residues.
Sample | Training | Validation | ||||||
---|---|---|---|---|---|---|---|---|
Total | Wrong | Right | Accuracy rate/% | Total | Wrong | Right | Accuracy rate/% | |
1a | 112 | 3 | 109 | 97.32 | 48 | 3 | 45 | 93.75 |
2a | 168 | 9 | 159 | 94.64 | 72 | 7 | 65 | 90.28 |
3a | 140 | 5 | 135 | 96.43 | 60 | 5 | 55 | 91.67 |
Note 1. Apple samples with blank and maximum residues of different pesticides; 2. apple samples with different concentrations of cypermethrin residue; and 3. apple samples with different concentrations of chlorpyrifos residue.