Copper Google Trend Analysis Weekly /Model Results/Table_11_Comparison.csv

Model,Criterion,0.01,0.05,0.10,without
AdaBoost,Dstat,0.39,0.48,0.52,0.39
AdaBoost,MAPE,8.33%,8.44%,8.74%,3.30%
AdaBoost,RMSE,0.49,0.48,0.50,0.20
AdaBoost_LR,Dstat,0.50,0.45,0.45,0.50
AdaBoost_LR,MAPE,13.46%,13.75%,13.94%,2.66%
AdaBoost_LR,RMSE,0.82,0.89,0.94,0.17
ET,Dstat,0.39,0.50,0.57,0.50
ET,MAPE,11.79%,10.66%,10.80%,3.42%
ET,RMSE,0.63,0.58,0.59,0.21
ET_AdaBoost_GBDT_Xgboost_RF_LR,Dstat,0.41,0.48,0.68,0.50
ET_AdaBoost_GBDT_Xgboost_RF_LR,MAPE,11.73%,14.94%,14.17%,2.73%
ET_AdaBoost_GBDT_Xgboost_RF_LR,RMSE,0.75,1.02,0.92,0.17
ET_LR,Dstat,0.43,0.52,0.59,0.50
ET_LR,MAPE,10.58%,13.06%,13.45%,2.65%
ET_LR,RMSE,0.63,0.93,1.00,0.17
GBDT,Dstat,0.41,0.45,0.57,0.43
GBDT,MAPE,8.26%,8.19%,8.98%,3.56%
GBDT,RMSE,0.46,0.46,0.48,0.21
GBDT_LR,Dstat,0.45,0.45,0.43,0.50
GBDT_LR,MAPE,14.96%,15.59%,15.31%,2.66%
GBDT_LR,RMSE,0.96,1.04,1.08,0.17
GRU,Dstat,0.02,0.30,0.32,0.50
GRU,MAPE,11.70%,9.91%,9.52%,5.60%
GRU,RMSE,0.62,0.55,0.52,0.32
LR,Dstat,0.43,0.50,0.50,0.50
LR,MAPE,11.39%,16.43%,16.83%,2.66%
LR,RMSE,0.67,1.17,1.20,0.17
LSTM,Dstat,0.00,0.34,0.30,0.50
LSTM,MAPE,12.23%,8.64%,9.59%,4.98%
LSTM,RMSE,0.68,0.49,0.55,0.28
MLP,Dstat,0.66,0.43,0.45,0.50
MLP,MAPE,21.32%,41.78%,21.38%,3.00%
MLP,RMSE,1.48,3.23,1.30,0.19
RF,Dstat,0.57,0.48,0.57,0.41
RF,MAPE,10.53%,9.38%,9.51%,3.39%
RF,RMSE,0.58,0.52,0.53,0.21
RF_LR,Dstat,0.41,0.45,0.52,0.50
RF_LR,MAPE,11.89%,14.41%,14.62%,2.66%
RF_LR,RMSE,0.71,1.07,1.10,0.17
SVR,Dstat,0.57,0.25,0.50,0.50
SVR,MAPE,9.75%,11.30%,10.28%,2.86%
SVR,RMSE,0.56,0.62,0.58,0.18
XGB,Dstat,0.00,0.07,0.07,0.32
XGB,MAPE,11.87%,11.72%,11.72%,3.62%
XGB,RMSE,0.63,0.62,0.62,0.22
XGB_LR,Dstat,0.43,0.48,0.61,0.50
XGB_LR,MAPE,10.89%,13.69%,13.94%,2.65%
XGB_LR,RMSE,0.65,0.94,0.94,0.17