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the probability of all possible labels is output. Probabilistic algorithms have many advantages over non-probabilistic algorithms:
*They output a confidence value associated with their choice. (Note that some other algorithms may also output confidence values, but in general, only for probabilistic algorithms is this value mathematically grounded in probability theory. Non-probabilistic confidence values can in general not be given any specific meaning, and only used to compare against other confidence

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