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[D] What does it mean that my classifier handles open set?

Suppose I have trained a Cat-Dog classifier, open set handling means it can recognise classes that it has not seen while training. What classes are we talking about here? Different breeds of Dogs/Cats or what?

submitted by /u/TheRochVoices
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