,Model,RMSE
6,Random Forest Regression,0.17716492535609013
0,k-Nearest-Neighbors Regression,0.1986932619533914
2,Lasso Regression,0.20443625614231134
3,Ridge Regression,0.22203515521492131
5,Support Vector Regression,0.22286823527461183
7,MLP Regression,0.22938065459819304
1,Gradient Boosting Trees Regression,0.2447577562851074
4,Linear Regression,0.2502828238259015