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Avoid Overfitting Use out-of-sample testing to ensure models perform accurately on new data, not just training datasets. Overfit models fail in the real world. DraftKings Betting against the public: Popular teams often attract a lot of public money, leading to skewed odds. Betting against the public can be a contrarian strategy that takes advantage of these biases. Home court advantage is a significant factor in Super Bowl games. Teams often perform better when playing in front of their home crowd, and the familiarity of their own court can give them an edge over their opponents..
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