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
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Original implementation at https://github.com/wangtongada/BOA
imodels.rule_set.fplasso
imodels.rule_set.fpskope
imodels.rule_set.rule_fit
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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
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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