Open Access


Mean Squared Error (MSE) for ANN modeling.

Output attributes Base scenario Ignoring lateral heterogeneity

Original 10 input attributes 6 Principal scores Original 7 input attributes

Training Testing Training Testing Training Testing
R 1.74E−05 1.57E−05 1.80E−05 1.44E−05 2.72E−05 4.03E−05
DB 2.39E + 07 3.65E + 07 2.51E + 07 2.88E + 07 3.61E + 07 5.09E + 07
tDiSOR 1.03E−04 8.61E−05 9.99E−05 1.14E−04 1.29E−04 9.15E−05

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