Hi, Welcome to dota2prediction

We have some pro dota2 teams matches data, we want to predict some match result using these data, do you have any idears? Give it a try!

Datasets

Under /ref folder there are 3 files:

• teams_id.csv : the id of pro teams
• heroes_id.csv : the id of heroes (characters in dota2)
• Top_1000_teams_mathces.csv : matches data of top 1000 pro teams, containing both features and labels.

The features are:

• Radiant_team_id: team id of radiant side
• Dire_team_id: team id of dire side
• Radiant_team_rating: team's rating of radiant side (offical rating)
• Dire_team_rating: team's rating of dire side (offical rating)
• Radiant_team_hero1-5: heroes that radiant pick
• Dire_team_hero1-5: heroes that dire pick
• start_time: time that the match start

The labels (targets) are:

• Radiant_win: if radiant side win the match
• Radiant_fb: if radiant side get the first blood
• Radiant_10kill: if radiant side first get 10 kill

Our model only reach 55% acc on the dev set, a little better than random guess... Hope you can do it better!