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A binary outcome refers to a situation where there are only two possible states or results, typically represented as 0 or 1, true or false, success or failure. This concept is fundamental in fields such as statistics, machine learning, and decision analysis, where it simplifies modeling and prediction by reducing complexity to a dichotomous variable.
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