Table 7.
Overall accuracies of the training and testing sets obtained by using the built severity assessment SVM, RF, and KNN models of wheat stripe rust under the condition of considering single healthy wheat leaves.
| Modeling method | Modeling ratio | Overall accuracy of the training set | Overall accuracy of the testing set |
|---|---|---|---|
| SVM | 4:1 | 99.72% | 100.00% |
| 3:2 | 99.63% | 100.00% | |
| RF | 4:1 | 100.00% | 100.00% |
| 3:2 | 100.00% | 100.00% | |
| KNN | 4:1 | 99.17% | 100.00% |
| 3:2 | 99.63% | 100.00% |
The table shows only the assessment results of the optimal severity assessment SVM, RF, and KNN models of wheat stripe rust.