Dota 2 is a computer game in the MOBA (Multiplayer Online Battle Arena) genre. It is played by two teams, called Radiant and Dire which consist of five players each. The main goal of the game is to destroy other team's “Ancient", located at the opposite corners of the map. Matches are generated from a queue, taking into account the level of the game all players, known as MMR (Match Making Rank).
Each player earns gold and experience during the game, gets items and performs kills. Information about each match includes statistics of each player and of the whole team.
Your goal is to predict an outcome of the match: whether radiant win or lose