EPTBlizzcon Ro8 Match-Up Statistics -- SpawningTool - Page 2
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TechNoTrance
Canada1007 Posts
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Hwyk
8 Posts
Where does the machine learning fit in? The only thing I can think of is if the labeling of builds as "cannon rush", for example, is autonomous. | ||
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DeathSoror
United States122 Posts
On November 06 2015 23:38 Hwyk wrote: "The site uses machine learning and the information stored in the replays to generate statistics, label build orders, and organize games by series/event." Where does the machine learning fit in? The only thing I can think of is if the labeling of builds as "cannon rush", for example, is autonomous. You're right! We are using machine learning to try to label some types of build orders in the system. We have used a mix of rule-based systems, manual entry, and machine learning to get coverage over build order labels. I don't have hard stats to back this up, but in general, we found that rules work better for labeling build orders, and our classifier seems to work best with compositions. | ||
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SuperHofmann
Italy1741 Posts
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Ctesias
4595 Posts
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AsAr
Germany52 Posts
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