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Table 1

The minimum, mean, and maximum NSE and VE values averaging over 24 forecast horizons of each model in the training and testing stages with 40 rounds

NSE (%)
VE (%)
TCN
TCN-ED
TCN
TCN-ED
MinMeanMaxMinMeanMaxMinMeanMaxMinMeanMax
Training 87.47 90.12 93.70 89.37 91.64 94.42 71.05 75.68 80.31 74.79 78.27 81.76 
Testing 82.67 87.40 89.15 87.15 88.84 90.22 71.41 77.14 79.47 76.06 79.07 81.14 
NSE (%)
VE (%)
TCN
TCN-ED
TCN
TCN-ED
MinMeanMaxMinMeanMaxMinMeanMaxMinMeanMax
Training 87.47 90.12 93.70 89.37 91.64 94.42 71.05 75.68 80.31 74.79 78.27 81.76 
Testing 82.67 87.40 89.15 87.15 88.84 90.22 71.41 77.14 79.47 76.06 79.07 81.14 
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