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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 Bruce Springsteen & E St. Band (2009) Bringing heartland grit and blue collar energy to the halftime canvas, the Boss embodied perseverance and earnest passion throughout a 12 minute set highlighted by snippets of Glory Days, Born To Run and Tenth Avenue Freeze Out as FedEx Field swayed heartily under pouring rain. Encapsulating the resilience of the American workingman spirit, Springsteen provided musical accompaniment fitting Barack Obama’s Presidential inauguration. Super Bowl XLII (2007) - Giants End Patriots Perfection .
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