arlc_clean_final_rules: Clean Final Rules

In arlclustering: Exploring Social Network Structures Through Friendship-Driven Community Detection with Association Rules Mining

Clean Final Rules

Description

This function cleans the final set of association rules.

Usage

arlc_clean_final_rules(final_rules)

Arguments

final_rules

A set of final rules to be cleaned.

Value

A cleaned set of rules.

Examples

library(arlclustering)
# Create a sample transactions dataset
sample_gml_file <- system.file("extdata", "karate.gml", package = "arlclustering")
g <- arlc_get_network_dataset(sample_gml_file, "Karate Club")
trans <- arlc_gen_transactions(g$graph)
supportRange <- seq(0.1, 0.2, by = 0.1)
Conf <- 0.5
params <- arlc_get_apriori_thresholds(trans, supportRange, Conf)
grossRules <- arlc_gen_gross_rules(trans, params$minSupp, params$minConf, 1, params$lenRules)
nonRR_rules <- arlc_get_NonR_rules(grossRules$GrossRules)
NonRRSig_rules <- arlc_get_significant_rules(trans, nonRR_rules$FiltredRules)
cleaned_rules <- arlc_clean_final_rules(NonRRSig_rules$FiltredRules)
message(cleaned_rules)

arlclustering documentation built on Sept. 11, 2024, 8:07 p.m.