,Model,RMSE
4,Linear Regression,0.15743280160704232
5,Support Vector Regression,0.1605026970833838
6,Random Forest Regression,0.16108589492019743
3,Ridge Regression,0.16446409102388426
2,Lasso Regression,0.18395772461205437
1,Gradient Boosting Trees Regression,0.2034569655843366
0,k-Nearest-Neighbors Regression,0.20361850069961837
7,MLP Regression,0.5404237792004363