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Mastering Predictive Analytics with R - Second Edition by Rui Miguel Forte, James D. Miller

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Predicting complex skill learning

In this section, we'll have a chance to explore data from an innovative and recent project known as SkillCraft. The interested reader can find out more about this project on the web by going to http://skillcraft.ca/. The key premise behind the project is that, by studying the performance of players in a real-time strategy (RTS) game that involves complex resource management and strategic decisions, we can study how humans learn complex skills and develop speed and competence in dynamic resource allocation scenarios. To achieve this, data has been collected from players playing the popular real-time strategy game, Starcraft 2, developed by Blizzard.

In this game, players compete against each other on one of many ...

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