ruleDist: Rule distance

In egenn/rtemis: Machine Learning and Visualization

Rule distance

Description

Calculate pairwise distance among a set of rules or between two sets of rules, where each rule defines a subpopulation

Usage

ruleDist(
  x,
  rules1,
  rules2 = NULL,
  print.plot = TRUE,
  plot.type = c("static", "interactive"),
  heat.lo = "black",
  heat.mid = NA,
  heat.hi = "#F48024",
  verbose = TRUE
)

Arguments

x	Data frame / matrix: Input features (cases by features)
rules1	Character, vector: Rules as combination of conditions on the features of x
rules2	String, vector, Optional: Rules as combination of conditions on the features of x
print.plot	Logical: If TRUE, plot heatmap for calculated distance
plot.type	Character: "static", "interactive": type of graphics to use, base or plotly, respectively. Default = "static"
heat.lo	Color: Heatmap low color. Default = "black"
heat.mid	Color: Heatmap mid color. Default = NA (i.e. create gradient from heat.lo to heat.hi)
heat.hi	Colo: Heatmap hi colo. Default = "#F48024" (orange)
verbose	Logical: If TRUE, print console messages. Default = TRUE

Details

If only rules1 is provided, computes pairwise distance among rules1, otherwise computes pairwise distance between rules1 and rules2

Author(s)

E.D. Gennatas

egenn/rtemis documentation built on May 4, 2024, 7:40 p.m.