| ,Without Google Trends,Without Google Trends,p-value ≤ 5%,p-value ≤ 5%,p-value ≤ 10%,p-value ≤ 10% | |
| ,MAPE,No.,MAPE,No.,MAPE,No. | |
| Model,,,,,, | |
| RF,5.09%,11,8.87%,2,14.70%,10 | |
| ET,4.99%,10,8.99%,4,14.15%,9 | |
| AdaBoost,5.24%,12,8.94%,3,14.70%,11 | |
| GBDT,5.39%,13,12.13%,12,23.08%,15 | |
| XGB,5.41%,14,10.38%,10,11.86%,8 | |
| LR,4.69%,3,10.07%,6,8.88%,3 | |
| SVR,4.65%,2,12.85%,13,17.86%,12 | |
| MLP,4.58%,1,23.90%,16,23.10%,16 | |
| RF_LR,4.77%,6,10.18%,7,9.16%,5 | |
| ET_LR,4.81%,7,10.31%,9,8.27%,2 | |
| AdaBoost_LR,4.75%,4,10.28%,8,8.93%,4 | |
| GBDT_LR,4.75%,5,10.49%,11,7.89%,1 | |
| XGB_LR,4.85%,9,9.20%,5,10.81%,7 | |
| ET_AdaBoost_GBDT_Xgboost_RF_LR,4.82%,8,8.67%,1,9.65%,6 | |
| LSTM,8.13%,15,20.36%,14,19.66%,13 | |
| GRU,8.71%,16,20.66%,15,20.60%,14 | |