Table 3.
Confusion matrices of CARS-GA-SVM and CARS-LS-SVM models.
| GA-SVM | Model | LS-SVM | ||||||
|---|---|---|---|---|---|---|---|---|
| Good Peach |
Internal Injury Peach |
Scab Peach |
Rotten Peach |
Classification | Good Peach |
Internal Injury Peach | Scab Peach |
Rotten Peach |
| 49 | 0 | 0 | 0 |
Good
peach |
49 | 0 | 0 | 0 |
| 0 | 7 | 1 | 1 | Internal injury peach | 0 | 4 | 5 | 0 |
| 0 | 0 | 16 | 1 |
Scab
peach |
0 | 6 | 11 | 0 |
| 0 | 0 | 2 | 11 |
Rotten
peach |
0 | 0 | 3 | 10 |
| 49 | 9 | 17 | 13 | Total | 49 | 9 | 17 | 13 |
| 100 | 77.7 | 94.12 | 84.62 |
Discriminant
Rate |
100 | 44.44 | 64.71 | 76.92 |
| 89.11 |
Total
Discriminant rate |
71.52 | ||||||