Table 2.
Crop growth and energy in the ML models performance prediction R1 result.
Models | Training data | Testing data | ||
---|---|---|---|---|
Accuracy | Kappa | Accuracy | Kappa | |
Random forest | 0.85 | 0.65 | 0.83 | 0.63 |
Gradient boosting | 0.86 | 0.70 | 0.82 | 0.63 |
Support vector machine | 0.84 | 0.66 | 0.81 | 0.61 |