| R square | MAE | MSE | RMSE | MAPE |
LinearRegression | 0.6648 | 0.6292 | 0.6567 | 0.8104 | 0.1475 |
SVM | 0.6577 | 0.6269 | 0.6707 | 0.8190 | 0.1453 |
RandomForest | 0.9130 | 0.3008 | 0.1705 | 0.4129 | 0.0932 |
Adaboost | 0.6913 | 0.6357 | 0.6048 | 0.7777 | 0.1678 |
Bagging | 0.9134 | 0.2995 | 0.1696 | 0.4118 | 0.0915 |
Xgboost | 0.9207 | 0.3011 | 0.1554 | 0.3943 | 0.0787 |