Table 1 Best RF model accuracy performances under train and test datasets.
From: Baseline high-resolution maps of soil nutrients in Morocco to support sustainable agriculture
Data | R2 | LCCC | RMSE (ppm) | MAE (ppm) | RPIQ |
|---|---|---|---|---|---|
Train_K2O | 0.95 | 0.97 | 34 | 23 | 4.96 |
Test_K2O | 0.80 | 0.88 | 67 | 50 | 2.48 |
Train_P2O5 | 0.95 | 0.97 | 17 | 10 | 3.84 |
Test_P2O5 | 0.78 | 0.87 | 35 | 22 | 1.90 |