Table 4 Performance metrics for the classification of subregions for the given soil type.
From: Mapping of soil suitability for medicinal plants using machine learning methods
Model | F1 score (%) | Precision (%) | Recall (%) | Accuracy train (%) | Accuracy test (%) |
|---|---|---|---|---|---|
Random forest | 98.53 | 98.53 | 98.53 | 100 | 98.05 |
EXTC | 98.63 | 98.63 | 98.63 | 100 | 98.76 |
Bagging | 98.54 | 98.54 | 98.54 | 99.89 | 97.94 |
kNN | 98.62 | 98.62 | 98.62 | 99.48 | 97.29 |
