,Model,RMSE
6,Random Forest Regression,0.1262869995978415
4,Linear Regression,0.12779591843431876
5,Support Vector Regression,0.1316924876727905
3,Ridge Regression,0.1384021482817272
0,k-Nearest-Neighbors Regression,0.14269885410529043
1,Gradient Boosting Trees Regression,0.1675520547560941
2,Lasso Regression,0.18395772461205437
7,MLP Regression,0.4276196843154028