Notes:
- Make sure you setup the paths correctly to run the code.
- Requirements: Python - 2.7, pandas - 0.16.1, numpy - 1.9.1, scikit-learn - 0.16, XGBoost - https://github.com/dmlc/xgboost
- This model scores an RMSE of 2469 and 2477 on public and private leaderboards respectively, finishing 9th out of 162 participants.