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Table 7

Data processing results

a) Analysis result of models re-construction
Evaluation criteria in testing stage
Whole data
Re-constructed data
Types of labyrinth weirsR2DCRMSER2DCRMSE
NLW (3) 0.889 0.872 0.026 0.954 0.941 0.015 
INW (3) 0.878 0.878 0.035 0.940 0.933 0.019 
ALW (3) 0.944 0.935 0 .015 0.976 0.971 0.010 
ALWB (3) 0.833 0.813 0.037 0.912 0.898 0.023 
b) Analysis results of data merging
Evaluation criteria in testing stage
Separate data
Merged data
Types of labyrinth weirsR2DCRMSER2DCRMSE
NLW (10) 0.990 0.988 0.007    
INW (9) 0.981 0.953 0.025 – – – 
Combination (NLW & INW) (10)    0.915 0.901 0.045 
ALW (7) 0.970 0.971 0.013    
ALWB (7) 0.960 0.958 0.010 – – – 
Combination (ALW & ALWB) (7)    0.871 0.866 0.052 
a) Analysis result of models re-construction
Evaluation criteria in testing stage
Whole data
Re-constructed data
Types of labyrinth weirsR2DCRMSER2DCRMSE
NLW (3) 0.889 0.872 0.026 0.954 0.941 0.015 
INW (3) 0.878 0.878 0.035 0.940 0.933 0.019 
ALW (3) 0.944 0.935 0 .015 0.976 0.971 0.010 
ALWB (3) 0.833 0.813 0.037 0.912 0.898 0.023 
b) Analysis results of data merging
Evaluation criteria in testing stage
Separate data
Merged data
Types of labyrinth weirsR2DCRMSER2DCRMSE
NLW (10) 0.990 0.988 0.007    
INW (9) 0.981 0.953 0.025 – – – 
Combination (NLW & INW) (10)    0.915 0.901 0.045 
ALW (7) 0.970 0.971 0.013    
ALWB (7) 0.960 0.958 0.010 – – – 
Combination (ALW & ALWB) (7)    0.871 0.866 0.052 
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