Model | Item | Callogenesis rate | Embryogenesis rate | Embryo number | |||
---|---|---|---|---|---|---|---|
Training | Testing | Training | Testing | Training | Testing | ||
SVR | R2 | 0.928 | 0.928 | 0.966 | 0.956 | 0.996 | 0.994 |
RMSE | 9.822 | 10.697 | 8.474 | 9.715 | 0.813 | 0.942 | |
MAE | 1.327 | 1.871 | 0.071 | 0.555 | 0.018 | 0.004 | |
MLP | R2 | 0.893 | 0.824 | 0.927 | 0.905 | 0.961 | 0.912 |
RMSE | 10.029 | 15.403 | 10.003 | 13.747 | 1.645 | 2.073 | |
MAE | 1.644 | 2.012 | 1.746 | 1.908 | 0.061 | 0.021 |