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Firstly, the Khinchine law of large numbers based on the rough fuzzy samples is given. Secondly, based on the rough fuzzy samples, some concepts such as rough fuzzy expected risk functional, rough fuzzy empirical risk functional and rough fuzzy empirical risk minimization principle are proposed. Finally, the key theorem of learning theory based on the rough fuzzy sample is proved.
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