| model,MAE,MSE,RMSE,R2,MAPE,tolerance_acc_5cyc | |
| RandomForest,8.942333980582523,137.23446964660195,11.714711675777682,-0.15748641443851108,120.88277153106779,0.4058252427184466 | |
| XGBoost,6.7578043937683105,74.80780029296875,8.649150264214905,0.3690432906150818,90.60895087232073,0.429126213592233 | |
| LightGBM,9.174716686966466,125.80377799208308,11.216228331845027,-0.06107572161612751,112.25501529299473,0.35145631067961164 | |