Table 8

Results of the estimation accuracy of the models developed by different statistical criteria

MethodSetRMSENS
ELM Training 0.172 0.954 0.954 
Testing 0.299 0.854 0.85 
LSSVRL Training 0.038 0.997 0.997 
Testing 0.057 0.994 0.994 
SVR Training 0.161 0.960 0.9601 
Testing 0.199 0.935 0.9355 
SWAT-CRK Training 1.07 0.75 0.70 
Testing 1.02 0.88 0.86 
MethodSetRMSENS
ELM Training 0.172 0.954 0.954 
Testing 0.299 0.854 0.85 
LSSVRL Training 0.038 0.997 0.997 
Testing 0.057 0.994 0.994 
SVR Training 0.161 0.960 0.9601 
Testing 0.199 0.935 0.9355 
SWAT-CRK Training 1.07 0.75 0.70 
Testing 1.02 0.88 0.86 
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