Artificial Neural Network Modeling for Biological Removal of Organic Carbon and Nitrogen from Slaughterhouse Wastewater in a Sequencing Batch Reactor
Table 9
Comparison of performance statistics of three ANN models.
Model number
Pollutant removal efficiency
ME
MSE
RMSE
Coefficient of determination
Slope
Y-axis intercept
Model “A”
COD removal -N removal
0.06 0.23
2.81 1.63
1.67 1.27
0.960 0.958
0.918 0.912
0.0537 0.0598
Model “B”
COD removal -N removal
0.18 0.02
1.32 2.38
1.14 1.54
0.947 0.948
0.928 0.951
0.0494 0.0469
Model “C”
COD removal -N removal
0.42 0.30
4.28 2.13
2.06 1.45
0.955 0.953
0.932 0.909
0.0495 0.0598
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