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    $\begingroup$ Possible duplicate of What is the root cause of the class imbalance problem? $\endgroup$ Commented Jun 2, 2017 at 14:04
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    $\begingroup$ @MatthewDrury thanks, this is an interesting question, but IMHO, it has a different scope. What I'm asking is for guidelines when this is really a problem. Surely answering the why question leads to answering the when question, but I'm looking for precise answer for the when question. $\endgroup$ Commented Jun 2, 2017 at 14:12
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    $\begingroup$ Fair enough! I'm with you. The "literature" on this seems to be all about how to fix a problem, without bothering to convince you that there is in fact a problem to be solved, or even telling you in what situations a problem occurs or not. One of the most frustrating parts of the subject for me. $\endgroup$ Commented Jun 2, 2017 at 14:39
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    $\begingroup$ @MatthewDrury that is exactly the problem! $\endgroup$ Commented Jun 2, 2017 at 14:43
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    $\begingroup$ A total survey of methods is not within the scope of an SE question. Do you want to refine the question? $\endgroup$ Commented Jun 7, 2017 at 16:02