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In real life, how can the machine learning assumption of i.i.d. (independent and identically distributed) be violated?


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In real life, how can the machine learning assumption of i.i.d. (independent and identically distributed) be violated?
in Mathematics by ♦ Platinum (97.7k points) | 189 views

1 Answer

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Almost all of statistics and machine learning builds on i.i.d. data. In practice, the i.i.d. assumption can be violated in various ways, for instance if distributions shift or interventions in a system occur.
by ♦ Platinum (97.7k points)

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