Analytics Vidhya McKinsey Hack The above script ranks 5th among 222 participants. It scores 0.82223 on Public Leaderboard and 0.81879 on private Leaderboard. Requirements: Numpy >= 1.11.0 Pandas >= 0.17.1 Scikit-Learn >= 0.17.1 XGBoost >= 0.4a30