Research Article
Enhancing the Paddy Disease Classification by Using Cross-Validation Strategy for Artificial Neural Network over Baseline Classifiers
Table 3
2-fold cross-validation over classifiers.
| Number of folds 2 | Model | AUC | CA | | Precision | Recall |
| Random forest | 0.963 | 0.816 | 0.815 | 0.816 | 0.816 | AdaBoost | 0.817 | 0.699 | 0.699 | 0.700 | 0.699 | KNN | 0.989 | 0.921 | 0.922 | 0.925 | 0.921 | SVM | 0.994 | 0.932 | 0.932 | 0.936 | 0.932 | Neural networks | 0.996 | 0.937 | 0.937 | 0.938 | 0.937 |
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