MAPE, RMSE and U among six models in CCgT and CFTCT
| Set | Index | FTGFM(1,1) | BPNN | ARIMA | GM(1,1) | FTGM(1,1) | SGM(1,1) |
|---|---|---|---|---|---|---|---|
| CCgT | train set | ||||||
| MAPE | 1.01 | 3.25 | 3.31 | 3.46 | 3.76 | 3.08 | |
| RMSE | 3486.32 | 10620.73 | 10168.62 | 12073.44 | 12104.02 | 8999.98 | |
| U | 0.01 | 0.04 | 0.04 | 0.05 | 0.05 | 0.04 | |
| test set | |||||||
| MAPE | 2.16 | 4.29 | 4.84 | 4.98 | 2.92 | 5.70 | |
| RMSE | 8214.20 | 13919.80 | 15346.86 | 15114.82 | 10518.67 | 18870.76 | |
| U | 0.03 | 0.05 | 0.06 | 0.05 | 0.04 | 0.07 | |
| CFTCT | train set | ||||||
| MAPE | 0.94 | 1.58 | 2.34 | 2.39 | 2.81 | 2.23 | |
| RMSE | 1175.24 | 2147.67 | 3048.10 | 3074.22 | 3922.68 | 2960.80 | |
| U | 0.01 | 0.02 | 0.03 | 0.03 | 0.04 | 0.03 | |
| test set | |||||||
| MAPE | 1.23 | 8.65 | 5.26 | 4.99 | 2.82 | 4.76 | |
| RMSE | 2610.78 | 11984.78 | 7414.86 | 7063.84 | 3966.35 | 6261.73 | |
| U | 0.02 | 0.11 | 0.06 | 0.06 | 0.03 | 0.05 |
| Set | Index | FTGFM(1,1) | BPNN | ARIMA | GM(1,1) | FTGM(1,1) | SGM(1,1) |
|---|---|---|---|---|---|---|---|
| CCgT | train set | ||||||
| MAPE | 1.01 | 3.25 | 3.31 | 3.46 | 3.76 | 3.08 | |
| RMSE | 3486.32 | 10620.73 | 10168.62 | 12073.44 | 12104.02 | 8999.98 | |
| U | 0.01 | 0.04 | 0.04 | 0.05 | 0.05 | 0.04 | |
| test set | |||||||
| MAPE | 2.16 | 4.29 | 4.84 | 4.98 | 2.92 | 5.70 | |
| RMSE | 8214.20 | 13919.80 | 15346.86 | 15114.82 | 10518.67 | 18870.76 | |
| U | 0.03 | 0.05 | 0.06 | 0.05 | 0.04 | 0.07 | |
| CFTCT | train set | ||||||
| MAPE | 0.94 | 1.58 | 2.34 | 2.39 | 2.81 | 2.23 | |
| RMSE | 1175.24 | 2147.67 | 3048.10 | 3074.22 | 3922.68 | 2960.80 | |
| U | 0.01 | 0.02 | 0.03 | 0.03 | 0.04 | 0.03 | |
| test set | |||||||
| MAPE | 1.23 | 8.65 | 5.26 | 4.99 | 2.82 | 4.76 | |
| RMSE | 2610.78 | 11984.78 | 7414.86 | 7063.84 | 3966.35 | 6261.73 | |
| U | 0.02 | 0.11 | 0.06 | 0.06 | 0.03 | 0.05 |