| ,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,3.39%,11,9.38%,4,9.51%,3 |
| ET,3.42%,12,10.66%,6,10.80%,7 |
| AdaBoost,3.30%,10,8.44%,2,8.74%,1 |
| GBDT,3.56%,13,8.19%,1,8.98%,2 |
| XGB,3.62%,14,11.72%,8,11.72%,8 |
| LR,2.66%,5,16.43%,15,16.83%,15 |
| SVR,2.86%,8,11.30%,7,10.28%,6 |
| MLP,3.00%,9,41.78%,16,21.38%,16 |
| RF_LR,2.66%,6,14.41%,12,14.62%,13 |
| ET_LR,2.65%,1,13.06%,9,13.45%,9 |
| AdaBoost_LR,2.66%,4,13.75%,11,13.94%,10 |
| GBDT_LR,2.66%,3,15.59%,14,15.31%,14 |
| XGB_LR,2.65%,2,13.69%,10,13.94%,11 |
| ET_AdaBoost_GBDT_Xgboost_RF_LR,2.73%,7,14.94%,13,14.17%,12 |
| LSTM,4.98%,15,8.64%,3,9.59%,5 |
| GRU,5.60%,16,9.91%,5,9.52%,4 |
|
|
