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Refinement of rules with JoJo (3)

  • Correctness:
    • Modify overly general rules that cover too many negative examples.

    • Replace a rule by a new set of rules that cover the positive examples, but not the negative ones.

  • Completeness:

    • Compute new correct rules that cover the not yet considered positive examples (up to a threshold).

  • Non-redundancy:

    • Remove rules that are more specific than other rules (i.e. rules that have premises that are a superset of the premises of another rule).


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