| ,Without Google Trends,Without Google Trends,p-value ≤ 5%,p-value ≤ 5%,p-value ≤ 10%,p-value ≤ 10% | |
| ,RMSE,No.,RMSE,No.,RMSE,No. | |
| Model,,,,,, | |
| RF,0.29,11,0.48,3,0.72,10 | |
| ET,0.28,10,0.49,4,0.69,9 | |
| AdaBoost,0.30,12,0.50,6,0.74,11 | |
| GBDT,0.30,13,0.63,12,1.05,15 | |
| XGB,0.31,14,0.57,11,0.63,8 | |
| LR,0.25,1,0.50,5,0.45,3 | |
| SVR,0.25,3,0.65,13,0.90,12 | |
| MLP,0.27,9,1.36,16,1.13,16 | |
| RF_LR,0.25,5,0.50,7,0.46,5 | |
| ET_LR,0.26,7,0.51,9,0.42,2 | |
| AdaBoost_LR,0.25,2,0.51,8,0.45,4 | |
| GBDT_LR,0.25,4,0.51,10,0.39,1 | |
| XGB_LR,0.26,8,0.48,2,0.54,7 | |
| ET_AdaBoost_GBDT_Xgboost_RF_LR,0.26,6,0.43,1,0.50,6 | |
| LSTM,0.43,15,0.94,14,0.91,13 | |
| GRU,0.46,16,0.95,15,0.95,14 | |