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BetSmart. Ximing Yu Ying Jin Cai Chen. Business Model. Architecture. Data Mining. Logistic Regression: Probability of each class label Input Pool(23 input)
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BetSmart Ximing Yu Ying Jin Cai Chen
Data Mining • Logistic Regression: Probability of each class label • Input Pool(23 input) week, h/a points4week, h/a points10week, h/a points30week, h/a teamhomeawaywinratio, h/a drawratio, h/a avggoalfor10week, h/a avggoalfor40week, hometeamhomewinratio, awayteamawaywinratio, hometeamhomedrawratio, awayteamawaydrawratio, h/a avggoalagainst10week, h/a vggoalagainst40week • Output: Result(hw-home win, aw-away win, draw-dr)
Data Mining • Accuracy: 85% • Average Odds as benchmark • Predicted Probability V.s. Probability from odds
Novelty • Google App Engine • Intelligent Spider • Data Duration: 12 Years • Quick Search Engine for Clubs and Players