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

Table 4.

Evaluation metrics for the implemented models for dry biomass estimation.

Model FS1 FS2 FS3 FS4
R2 MAE RMSE R2 MAE RMSE R2 MAE RMSE R2 MAE RMSE
GPR 0.998 0.0305 0.119 0.97 0.0562 0.189 0.95 0.115 0.345 0.93 0.214 0.759
ER 0.96 21.509 41.668 0.96 21.606 41.391 0.83 29.769 81.012 0.93 39.303 54.028
TR 0.94 14.293 49.829 0.9 15.319 61.489 0.83 29.769 81.012 0.77 44.02 94.11
NNR 0.48 114.4 140.6 0.62 95.14 125 0.54 102.5 134 0.65 90.54 110
SVMR 0.42 125.2 158.6 0.58 102.65 118.6 0.53 109.4 140 0.6 97.86 122