Model Building 

For building our model we used the following regressors 

1)  Catboost

2) XGBoost

3) LightGBM

4) Random Forest

5) Gradient Boosting

6) Ada Boost

7) Extra Trees

8) LightGBM with Tweedie objective

9) KNN