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. 2018 Apr 17;15(4):780. doi: 10.3390/ijerph15040780

Table 18.

Performance indicators for the developed forecast models.

Stations Metric FFMLP GA-MLP MLPnomet MLR
Station 1 MAE 14.03 15.36 18.91 17.46
RMSE 20.28 22.39 27.87 26.68
R 0.78 0.73 0.53 0.59
IA 0.87 0.83 0.65 0.72
Station 2 MAE 14.18 14.48 16.99 17.37
RMSE 19.36 19.26 22.47 23.90
R 0.70 0.65 0.48 0.53
IA 0.80 0.79 0.63 0.65
Station 3 MAE 19.08 20.55 27.49 24.53
RMSE 26.06 28.70 38.11 35.14
R 0.80 0.73 0.43 0.55
IA 0.88 0.83 0.56 0.64
Station 4 MAE 7.68 7.54 10.25 11.94
RMSE 12.35 12.16 16.62 17.06
R 0.82 0.83 0.54 0.55
IA 0.89 0.90 0.65 0.65