This is a private hackathon whose primary purpose is for the members of the EXPLORE Data Science Academy to apply what they have learnt. If you are part of EDSA contact your mentor for the secret code. You may use only the datasets provided within this competition. Your solution must use machine learning with an emphasis on classification analysis and related techniques. Participation within this competition occurs on a team basis for full-time students, and on an individual basis for part-time students. Students are to consult their Predict instructions for further details around team-work. You must adhere to the rules associated with teaming up. Multiple accounts per user are not allowed. Collaboration across individuals not in the same team is not allowed, and collaboration between different teams is not allowed. Code must not be shared privately, except amongst individuals within the same team. The solution must use publicly-available, open-source packages only. Maximum 20 solutions submitted per day. Your highest-scoring solution will be the one by which you are judged.