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Many pattern recognition problems confront two sources of annotation ambiguity where (1) multiple annotators have provided their versions of a class label which may not be consistent with one another, which forms multi-labeler learning; (2) and meanwhile a class label is associated with a bag of input vectors or instances rather than each individual instance and a bag is positive for a class label...
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