find_causal_rules: Causal Association Rules

In fcaR: Formal Concept Analysis

Causal Association Rules

Description

Functions to mine causal association rules from a formal context.

Usage

find_causal_rules(
  fc,
  response_var,
  min_support = 0.1,
  confidence_level = 0.95,
  max_length = 3,
  verbose = FALSE
)

Arguments

fc	A FormalContext object.
response_var	(character) The name of the response variable.
min_support	(numeric) Minimum support.
confidence_level	(numeric) Confidence level for the causality test.
max_length	(integer) Maximum length of the premise.
verbose	(logical) Show verbose output?

Value

A data frame with causal rules and their quality metrics.

fcaR documentation built on July 27, 2026, 5:06 p.m.