Expand source code 
from sklearn.utils.validation import check_is_fitted
from imodels.util.introspection import RulesMixin


class RuleList(RulesMixin):

    def _get_complexity(self):
        check_is_fitted(self, ['rules_without_feature_names_'])
        return sum([len(rule.agg_dict) for rule in self.rules_without_feature_names_])

Classes

class RuleList

Adds get_rules() to a model whose rules imodels.get_rules can extract.

Expand source code 
class RuleList(RulesMixin):

    def _get_complexity(self):
        check_is_fitted(self, ['rules_without_feature_names_'])
        return sum([len(rule.agg_dict) for rule in self.rules_without_feature_names_])

Ancestors

Subclasses

Inherited members