Table 4 Prediction effect of soybean leaf parameters in two planting modes under RF model
From: Soybean leaf estimation based on RGB images and machine learning methods
Dependent varfable | Planting method | Independent variable | ||
|---|---|---|---|---|
R2 | MAE | ATPA (%) | ||
LN | MC | 0.88 | 54.22 | 73.12 |
IC | 0.86 | 58.79 | 70.98 | |
LFW | MC | 0.95 | 5.06 | 77.79 |
IC | 0.94 | 7.01 | 75.98 | |
LAI | MC | 0.96 | 1841.17 | 83.21 |
IC | 0.96 | 1820.51 | 84.10 | |