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Table 1

Network structure with the best performances of EMD-NARX, EEMD-NARX, and EWT-NARX

Tidal stationData spanNumber of training recordsNumber of validation recordsNumber of testing recordsDelays-neurons
EMD-NARXEEMD-NARXEWT-NARX
Guanchong 01/01/2016–31/12/2016 6,147 1,318 1,319 2–10 3–10 3–13 
Xipaotai 01/01/2016–31/12/2016 6,147 1,318 1,319 2–10 3–10 3–13 
Huangjin 01/01/2016–31/12/2016 6,147 1,318 1,319 2–10 3–10 3–13 
Denglongshan 01/01/2016–31/12/2016 6,147 1,318 1,319 2–10 3–10 3–13 
Tidal stationData spanNumber of training recordsNumber of validation recordsNumber of testing recordsDelays-neurons
EMD-NARXEEMD-NARXEWT-NARX
Guanchong 01/01/2016–31/12/2016 6,147 1,318 1,319 2–10 3–10 3–13 
Xipaotai 01/01/2016–31/12/2016 6,147 1,318 1,319 2–10 3–10 3–13 
Huangjin 01/01/2016–31/12/2016 6,147 1,318 1,319 2–10 3–10 3–13 
Denglongshan 01/01/2016–31/12/2016 6,147 1,318 1,319 2–10 3–10 3–13 
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