| 模型 | 变量 | 随机/均值 | RMSE/(g/kg) | MAE/(g/kg) | R2 | R | RE/% | RRMSE/% | 平均值/(g/kg) | 变异系数/% |
|---|---|---|---|---|---|---|---|---|---|---|
| RF-A | CF+TF | RS2 | 5.16 | 4.15 | 0.19 | 0.44 | -6.40 | 16.64 | 18.17 | 22.75 |
| 均值 | 5.43 | 4.32 | 0.18 | 0.42 | -5.97 | 17.34 | 18.07 | 22.63 | ||
| RF-B | CF+TF+CR | RS2 | 4.90 | 3.91 | 0.27 | 0.52 | -6.18 | 16.32 | 18.15 | 22.91 |
| 均值 | 5.21 | 4.11 | 0.24 | 0.49 | -5.51 | 16.68 | 17.90 | 22.88 | ||
| RF-C | CF+TF+HANTS | RS 2 | 4.92 | 3.95 | 0.27 | 0.52 | -6.48 | 16.80 | 18.15 | 22.01 |
| 均值 | 5.23 | 4.15 | 0.23 | 0.48 | -5.94 | 17.54 | 18.04 | 22.11 | ||
| RF-D | CF+TF+ Faa | RS2 | 4.61 | 3.65 | 0.36 | 0.60 | -5.8 | 16.02 | 18.12 | 22.68 |
| 均值 | 5.04 | 3.97 | 0.30 | 0.54 | -5.65 | 16.59 | 18.05 | 22.49 |
