Table 2.
Accuracy of the ML models for classification of common tomato fungal diseases.
| Type of imaging | ML models | Accuracy % |
|||||
|---|---|---|---|---|---|---|---|
| Day 1 | Day 3 | Day 5 | Day 7 | Day 9 | Day 11 | ||
| RGB | SVM | 55 | 57 | 61 | 63 | 66 | 70 |
| k-NN | 42 | 45 | 47 | 50 | 52 | 55 | |
| DT | 50 | 53 | 56 | 58 | 61 | 65 | |
| RF | 65 | 71 | 75 | 77 | 83 | 87 | |
| HSI | SVM | 73 | 76 | 78 | 82 | 87 | 91 |
| k-NN | 70 | 73 | 75 | 77 | 79 | 82 | |
| DT | 71 | 76 | 78 | 80 | 84 | 87 | |
| RF | 86 | 90 | 92 | 95 | 97 | 98 | |