Table 3.
Crop growth and energy in the ML models performance prediction R2 result.
Models | Training data | Testing data | ||
---|---|---|---|---|
Accuracy | Kappa | Accuracy | Kappa | |
Random forest | 0.88 | 0.75 | 0.82 | 0.61 |
Gradient boosting | 0.85 | 0.69 | 0.75 | 0.48 |
Support vector machine | 0.84 | 0.66 | 0.72 | 0.40 |