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Statistical classification is the problem of identifying the sub-population to which new observations belong, where the identity of the sub-population is unknown, on the basis of a training set of data containing observations whose sub-population is known. Therefore these classifications will show a variable behavior which can be studied by statistics.

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Streaming multi-class classification with growing number of classes

I'm looking for some references for online multi-class classification problem where the number of classes grows over time. …
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