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