Scikit-Learn offers a handy module for saving and loading trained models:
from sklearn.externals import joblib
To save model:
joblib.dump(model, "model.pkl")
To measure regression model performance, we use RMSE which stands for Root Mean Squared Error. You can do this easily with Scikit-Learn, but at first, lets train our model: