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Set of Binary Classifiers: Any of

  • Build a separator between each class and its complementary set (docs from all other classes).

  • Given test doc, evaluate it for membership in each class.

  • Apply decision criterion of classifiers independently

  • Done

    • Though maybe you could do better by considering dependencies between categories

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