pkg <- "arulesViz"

source("https://raw.githubusercontent.com/mhahsler/pkg_helpers/main/pkg_helpers.R")
pkg_title(pkg)

Introduction

This R package extends package arules with various visualization techniques for association rules and itemsets. The package also includes several interactive visualizations for rule exploration.

pkg_usage(pkg)
pkg_citation(pkg, 2)

This might also require the development version of arules.

Features

Available Visualizations

pkg_install(pkg)

Usage

Mine some rules.

library("arulesViz")
data("Groceries")
rules <- apriori(Groceries, parameter = list(support = 0.005, confidence = 0.5))

Standard visualizations

plot(rules)
plot(rules, method = "graph", limit = 20)

Interactive visualization

Live examples for interactive visualizations can be seen in Chapter 5 of An R Companion for Introduction to Data Mining

References



mhahsler/arulesViz documentation built on Aug. 30, 2024, 11:20 p.m.