Skip to content

Questions about how to use and interpret rules?  #59

@preethiseshadri518

Description

@preethiseshadri518
  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?

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions