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.