DOTA 2 Win Prediction
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In this paper, we present two win predictors for the popular online game Dota 2. The first predictor uses full post-match data and the second predictor uses only hero selection data. We will explore and build upon existing work on the topic as well as detail the specifics of both algorithms including data collection, exploratory analysis, feature selection, modeling, and results.
[1] D. Perry,et al. How Does He Saw Me ? A Recommendation Engine for Picking Heroes in Dota 2 , 2013 .