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The minimal requirement for the rule set is about learning of a minimal rule set that covers all positive example.
The minimal requirement for the rule set is similar with the
minimal set cover problem
The minimal requirement for the rule set, which basically translates to building the optimal linear decision tree, is NP-hard .
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