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. 2024 Sep 19;10(19):e38017. doi: 10.1016/j.heliyon.2024.e38017

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