Output | ML Model | subset | R2 | RMSE | MAE |
---|---|---|---|---|---|
Regeneration rate | GRNN | Training | 0.99 | 2.65 | 0.00 |
Testing | 0.99 | 3.08 | 1.21 | ||
RF | Training | 0.97 | 3.02 | 0.29 | |
Testing | 0.96 | 3.12 | 1.45 | ||
Shoot number | GRNN | Training | 0.99 | 0.21 | 0.00 |
Testing | 0.98 | 0.43 | 0.14 | ||
RF | Training | 0.98 | 0.45 | 0.02 | |
Testing | 0.97 | 0.63 | 0.25 | ||
Shoot length | GRNN | Training | 0.94 | 0.18 | 0.00 |
Testing | 0.89 | 0.31 | 0.07 | ||
RF | Training | 0.91 | 0.25 | 0.04 | |
Testing | 0.86 | 0.43 | 0.12 |