Table 3.
Optimization of each developmental stage for sample class one (with unadjusted C).
| Middle-season rice | |||||
|---|---|---|---|---|---|
| Developmental stage | Sowing | Transplanting | Tillering | Heading | Milk |
| Kernel function | Polynomial | Polynomial | Polynomial | Polynomial | Polynomial |
| Hyperparameter | D = 3 | D = 1 | D = 2 | D = 1 | D = 2 |
| F1 | 0.8282 | 0.9908 | 0.9968 | 1 | 0.9968 |
| Early rice | |||||
| Developmental stage | Sowing | Transplanting | Tillering | Heading | Milk |
| Kernel function | Polynomial | Radical basis | Polynomial | Polynomial | Polynomial |
| Hyperparameter | D = 3 | p = 1 | D = 2 | D = 2 | D = 4 |
| F1 | 0.7957 | 0.9665 | 0.9792 | 0.9938 | 0.9876 |
| Late rice | |||||
| Developmental stage | Sowing | Transplanting | Tillering | Heading | Milk |
| Kernel function | Polynomial | Polynomial | Radical basis | Polynomial | Radical basis |
| Hyperparameter | D = 3 | D = 3 | p = 0.75 | D = 3 | p = 0.75 |
| F1 | 0.8136 | 0.9778 | 0.9921 | 0.9924 | 0.9721 |