| ,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,0.21,11,0.52,4,0.53,4 | |
| ET,0.21,12,0.58,6,0.59,7 | |
| AdaBoost,0.20,10,0.48,2,0.50,2 | |
| GBDT,0.21,13,0.46,1,0.48,1 | |
| XGB,0.22,14,0.62,8,0.62,8 | |
| LR,0.17,3,1.17,15,1.20,15 | |
| SVR,0.18,8,0.62,7,0.58,6 | |
| MLP,0.19,9,3.23,16,1.30,16 | |
| RF_LR,0.17,1,1.07,14,1.10,14 | |
| ET_LR,0.17,7,0.93,10,1.00,12 | |
| AdaBoost_LR,0.17,6,0.89,9,0.94,10 | |
| GBDT_LR,0.17,4,1.04,13,1.08,13 | |
| XGB_LR,0.17,5,0.94,11,0.94,11 | |
| ET_AdaBoost_GBDT_Xgboost_RF_LR,0.17,2,1.02,12,0.92,9 | |
| LSTM,0.28,15,0.49,3,0.55,5 | |
| GRU,0.32,16,0.55,5,0.52,3 | |