Table 1.
Method | RMSE |
MAPE (%) |
||
---|---|---|---|---|
Training | Testing | Training | Testing | |
SSA-LRF | 816.94 | 764.50 | 3.23 | 2.88 |
SSA-LRF-WFTS Chen's | 501.22 | 512.05 | 1.97 | 1.90 |
SSA-LRF-WFTS Yu's | 503.27 | 508.02 | 1.98 | 1.92 |
SSA-LRF-WFTS Cheng's | 504.50 | 502.79 | 1.94 | 1.85 |
SSA-LRF-WFTS Lee's | 507.32 | 522.27 | 2.00 | 1.98 |
SSA-LRF-NN (24-9-1) | 149.87 | 161.66 | 0.57 | 0.64 |
TLSAR* | 396.34 | 430.75 | 1.53 | 1.74 |
TBATS | 241.26 | 318.12 | 0.85 | 1.48 |
DSHW | 206.37 | 1013.01 | 0.74 | 4.14 |
ARIMA(5,0,4)-NN(31-16-1) | 94.06 | 1545.00 | 0.38 | 6.76 |
TLSNN(29-15-1) | 101.61 | 273.46 | 0.36 | 1.04 |
period: 168, number of harmonics: 21, ARIMA(4,1,3).