Generic class for models that take the form of a set of (potentially overlapping) rules.

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'''Generic class for models that take the form of a set of (potentially overlapping) rules.
'''

Sub-modules

imodels.rule_set.boosted_rules
imodels.rule_set.brs

Original implementation at https://github.com/wangtongada/BOA

imodels.rule_set.fplasso
imodels.rule_set.fpskope
imodels.rule_set.rule_fit

Linear model of tree-based decision rules based on the rulefit algorithm from Friedman and Popescu …

imodels.rule_set.rule_set
imodels.rule_set.skope_rules

Skope-rules aims at learning logical, interpretable rules for "scoping" a target class, i.e. detecting with high precision instances of this class …

imodels.rule_set.slipper
imodels.rule_set.slipper_util