Difference between ordinal classification vs classification
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However, standard classification algorithms cannot make use of this ordering information: they treat the class attribute as a nominal quantity—a set of unordered values. ... The difference between nominal and ordinal quantities is that the latter exhibit an order among the different values that they can assume.
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