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Table 4

Results of sensitivity analysis for perturbed input parameters (ANN model)

Perturbed parameterPerformance parameterTrainingValidationTesting
L MSE 6.371 × 10−5 1.575 × 10−4 1.643 × 10−4 
R 0.9933 0.9862 0.9823 
w MSE 4.242 × 10−4 4.866 × 10−4 5.200 × 10−4 
R 0.9542 0.9665 0.9369 
h MSE 1.267 × 10−4 1.588 × 10−4 1.860 × 10−4 
R 0.9847 0.9871 0.9867 
Perturbed parameterPerformance parameterTrainingValidationTesting
L MSE 6.371 × 10−5 1.575 × 10−4 1.643 × 10−4 
R 0.9933 0.9862 0.9823 
w MSE 4.242 × 10−4 4.866 × 10−4 5.200 × 10−4 
R 0.9542 0.9665 0.9369 
h MSE 1.267 × 10−4 1.588 × 10−4 1.860 × 10−4 
R 0.9847 0.9871 0.9867 
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