Th following modifications are done to prepare the data ;
- combine the train and test set data
- missing value treatment
- feature scaling i.e combine levels within categorical variable,make new variables for numerical predictors
- feature extraction
- tune the model for lm, glm, rpart, rf
But still my RMSE is 1150 on the test data set. Anyone can suggest me what I do next ?