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Table 6

Statistical performance of the selected ANFIS and MNLR models during training, testing and validation stages

Statistical criteriaTraining
Testing
Validation
ANFISMNLRANFISMNLRANFISMNLR
CC 0.999 0.981 0.959 0.962 0.915 0.972 
RMSE (L/m2/h) 0.001 0.053 0.070 0.066 0.085 0.055 
OI 0.999 0.948 0.910 0.921 0.830 0.935 
MAE (L/m2/h) 0.001 0.041 0.045 0.051 0.063 0.044 
Statistical criteriaTraining
Testing
Validation
ANFISMNLRANFISMNLRANFISMNLR
CC 0.999 0.981 0.959 0.962 0.915 0.972 
RMSE (L/m2/h) 0.001 0.053 0.070 0.066 0.085 0.055 
OI 0.999 0.948 0.910 0.921 0.830 0.935 
MAE (L/m2/h) 0.001 0.041 0.045 0.051 0.063 0.044 

CC, coefficient of correlation; RMSE, root mean square error; OI, overall index of model performance; MAE, mean absolute error.

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