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Questions about how to use and interpret rules? #59

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preethiseshadri518 opened this issue Apr 5, 2022 · 0 comments
Open

Questions about how to use and interpret rules? #59

preethiseshadri518 opened this issue Apr 5, 2022 · 0 comments

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@preethiseshadri518
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  1. Can SkopeRules be used for multiclass classification or only binary classification.

  2. How do I interpret the outputted decision rules? Do the top-k rules in the example notebook correspond to the rules that best classify the test data, ordered in descending order by precision? If I want to classify new test data, do I consider the top-1 rule, the majority vote from the top-k rules, or some other approach?

  3. If I want to understand the underlying method and how rules are computed, is Predictive Learning via Rule Ensembles by Friedman and Popescu the closest work?

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