Table 4. Evaluation statistics of Bayesian method, and MLS method for biomass model.
Stem | Branch | Foliage | Root | Total | |
Bayesian with informative prior | |||||
MD | 0.7901 | 1.2294 | 1.0739 | 0.5986 | 1.7871 |
MAD | 8.5600 | 2.1463 | 2.0769 | 2.6364 | 10.9544 |
RMSE | 17.5511 | 3.8183 | 3.0433 | 3.4700 | 20.4366 |
Bayesian with non-informative prior | |||||
MD | 1.8751 | 1.2834 | 1.1316 | 0.6318 | 2.0543 |
MAD | 8.6638 | 2.1905 | 2.1123 | 2.6423 | 10.9691 |
RMSE | 17.8601 | 3.9227 | 3.0941 | 3.4853 | 20.5105 |
MLS | |||||
MD | 1.9693 | 1.2884 | 1.1273 | 0.6051 | 2.0193 |
MAD | 8.6723 | 2.1923 | 2.1096 | 2.6404 | 10.9561 |
RMSE | 17.8855 | 3.9272 | 3.0902 | 3.4757 | 20.5020 |