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. 2023 Jun 26;23(13):5917. doi: 10.3390/s23135917

Table 5.

Evaluation metrics for the implemented models for wet biomass estimation.

Model FS1 FS2 FS3 FS4
R2 MAE RMSE R2 MAE RMSE R2 MAE RMSE R2 MAE RMSE
GPR 0.987 0.59112 2.4142 0.96 0.653 2.681 0.95 3.4624 7.456 0.92 3.589 9.1563
ER 0.88 11.295 15.481 0.85 13.146 18.158 0.85 19.64 23.231 0.7 20.114 25.099
TR 0.95 0.4432 5.7246 0.83 10.146 20.4562 0.9 9.5462 13.562 0.75 19.456 21.025
NNR 0.75 24.056 28.245 0.68 24.256 29.256 0.59 23.251 31.256 0.43 27.156 33.254
SVMR 0.64 21.055 30.025 0.42 28.745 35.254 0.43 26.152 34.521 0.31 30.376 39.272