filter_extreme_rules: Filter extreme decision rules

In CRE: Interpretable Discovery and Inference of Heterogeneous Treatment Effects

Filter extreme decision rules

Description

Discards rules with too few or too many observations.

Usage

filter_extreme_rules(rules_matrix, rules_list, t_ext)

Arguments

rules_matrix	A rules matrix.
rules_list	A list of rules (names).
t_ext	A threshold in [0, 0.5) range to truncate too generic or too specific rules.

Value

A rules matrix without the rare/common rules.

CRE documentation built on Oct. 19, 2024, 5:07 p.m.