Research Article
A Fruit Tree Disease Diagnosis Model Based on Stacking Ensemble Learning
Table 9
Comparison of inconsistent results of all models.
| Sample ID | Predicted values | Original values | XGBoost | Random forest | Stacking | ResNet-101 | DenseNet-121 |
| 3 | 3 | 0 | 0 | 3 | 0 | 3 | 10 | 2 | 2 | 2 | 1 | 2 | 2 | 22 | 1 | 2 | 0 | 2 | 2 | 2 | 37 | 3 | 2 | 3 | 3 | 2 | 3 | 43 | 2 | 0 | 0 | 0 | 0 | 0 | 84 | 1 | 3 | 1 | 1 | 1 | 1 | 102 | 2 | 1 | 1 | 2 | 1 | 2 | 156 | 3 | 3 | 3 | 3 | 2 | 3 | ... | | | | | | | 495 | 2 | 3 | 3 | 2 | 3 | 2 |
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