Visualize Association Rules — visualize

Create visualizations of association rules

Usage

visualize_rules(rules_obj, method = "scatter", top_n = 50, ...)

Arguments

rules_obj: A tidy_apriori object or an arules rules object. A table of rules is refused: the plots need the rules object.
method: Visualization method: "scatter" (default), drawn by tidylearn, or a method of arulesViz's plot(), such as "graph", "grouped", "matrix" or "paracoord"
top_n: Number of rules to visualize, those with the highest lift (default: 50)
...: Additional arguments passed to plot() for rules visualization

Value

For method = "scatter", a ggplot object. Other methods return what arulesViz's plot() returns: a ggplot object for "graph", "grouped" and "matrix", and for "paracoord", which draws with grid, a grid vpPath.

Examples

# \donttest{
if (requireNamespace("arules", quietly = TRUE)) {
  data("Groceries", package = "arules")
  res <- tidy_apriori(Groceries, support = 0.001, confidence = 0.5)
  visualize_rules(res, method = "scatter")
}

# }