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. 2015 Apr 22;2015:572592. doi: 10.1155/2015/572592

Table 5.

Comparison results of WNN with two initialization methods for traffic volume time series.

Model Structure Number of parameters Mean of RMSE Std. of RMSE
Training Testing Training Testing
WNN-CIA 6-17-1 222 0.03201 0.05343 0.00462 0.01237

WNN-HIA [9] 6-16-1 209 0.03996 0.05692 0.01162 0.02125
6-17-1 222 0.03868 0.05561 0.01109 0.02266
6-18-1 235 0.03761 0.05373 0.01065 0.02035
6-19-1 248 0.03796 0.05567 0.01248 0.02312