Table 3.
Statistical information of chlorophyll inversion map of pepper leaves under different models and different leaf positions.
Leaf Position | Measured Value | Model Method | Min Value | Max Value |
---|---|---|---|---|
Lower leaf | 66.0 | PLSR | 19 | 82 |
XGBoost | 43 | 69 | ||
RFR | 46 | 67 | ||
GBDT | 43 | 70 | ||
69.0 | PLSR | 21 | 85 | |
XGBoost | 44 | 69 | ||
RFR | 47 | 67 | ||
GBDT | 45 | 69 | ||
Middle leaf | 61.0 | PLSR | 14 | 82 |
XGBoost | 42 | 69 | ||
RFR | 45 | 66 | ||
GBDT | 42 | 69 | ||
60.6 | PLSR | 12 | 83 | |
XGBoost | 41 | 69 | ||
RFR | 45 | 66 | ||
GBDT | 44 | 69 | ||
Upper leaf | 48.3 | PLSR | 3 | 73 |
XGBoost | 42 | 67 | ||
RFR | 45 | 65 | ||
GBDT | 42 | 68 | ||
50.5 | PLSR | 2 | 72 | |
XGBoost | 42 | 67 | ||
RFR | 45 | 64 | ||
GBDT | 42 | 68 |