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Table 5

Results of the different techniques for training and testing data set

TechniquesTraining
Testing
CCRMSE (cm/hr)MAE (cm/hr)MSE (cm/hr)2NSECCRMSE (cm/hr)MSE (cm/hr)2MAE (cm/hr)NSE
GBM 0.999 0.015 0.010 0.000 1.000 0.976 0.238 0.057 0.161 0.905 
DL 0.995 0.135 0.102 0.018 0.979 0.933 0.399 0.160 0.2091 0.908 
Philip's model (Philip 1957)  0.370 1.960 1.740 3.840 −0.258 0.144 2.430 5.910 2.090 −0.229 
TechniquesTraining
Testing
CCRMSE (cm/hr)MAE (cm/hr)MSE (cm/hr)2NSECCRMSE (cm/hr)MSE (cm/hr)2MAE (cm/hr)NSE
GBM 0.999 0.015 0.010 0.000 1.000 0.976 0.238 0.057 0.161 0.905 
DL 0.995 0.135 0.102 0.018 0.979 0.933 0.399 0.160 0.2091 0.908 
Philip's model (Philip 1957)  0.370 1.960 1.740 3.840 −0.258 0.144 2.430 5.910 2.090 −0.229 
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