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?
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?