arlc_gen_gross_rules: Get Gross Rules

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

Get Gross Rules

Description

This function generates gross association rules from transactions.

Usage

arlc_gen_gross_rules(transactions, minSupp, minConf, minLenRules, maxLenRules)

Arguments

transactions	A transactions object.
minSupp	Minimum support threshold.
minConf	Minimum confidence threshold.
minLenRules	Minimum length of rules.
maxLenRules	Maximum length of rules.

Value

A set of gross association 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)

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