Table 3.
Method | RMSE |
MAPE (%) |
||
---|---|---|---|---|
Training | Testing | Training | Testing | |
SSA-LRF | 703.72 | 447.30 | 2.83 | 1.74 |
SSA-LRF-WFTS Chen's | 247.55 | 179.44 | 0.96 | 0.69 |
SSA-LRF-WFTS Yu's | 255.27 | 189.57 | 1.02 | 0.75 |
SSA-LRF-WFTS Cheng's | 226.94 | 172.03 | 0.87 | 0.63 |
SSA-LRF-WFTS Lee's | 266.94 | 211.28 | 1.08 | 0.81 |
SSA-LRF- NN 18-10-1 | 152.71 | 129.90 | 0.55 | 0.50 |
TLSAR* | 343.83 | 385.98 | 1.29 | 1.41 |
TBATS | 225.29 | 293.72 | 0.77 | 0.96 |
DSHW | 151.85 | 191.00 | 0.53 | 0.69 |
ARIMA(5,0,4)-NN(31,16-1) | 81.22 | 1770.05 | 0.28 | 6.61 |
TLSNN(31-16-1) | 93.13 | 366.06 | 032 | 1.43 |
period: 168, number of harmonics: 21, ARIMA(4,1,4).