Livoa LogoLivoa
Model
RMSE
MAE
R²
MAPE(%)
Time(s)
XGBoost
0.142
0.098
0.9977
2.31
12.5
Random Forest
0.089
0.062
0.9994
1.48
18.3
Linear Regression
0.245
0.178
0.9927
4.23
0.8
LightGBM
0.115
0.081
0.9985
1.92
8.7
CatBoost
0.102
0.071
0.9988
1.67
45.2
Extra Trees
0.125
0.087
0.9982
2.05
15.6
Gradient Boosting
0.298
0.215
0.9890
5.12
22.4
Voting Ensemble
0.082
0.058
0.9995
1.38
2.1

ML TABLES

by BUNNY

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