plotCS_un: Plot Uncollapsed Cross-sections by 'Gap Width' or 'Proportion...

In castels/interpTools: Tools for the Systematic Testing of Interpolation Algorithms

Plot Uncollapsed Cross-sections by 'Gap Width' or 'Proportion Missing'

Description

Function to generate uncollapsed cross-section plots to visualize changes in the performance metrics of interest as the proportion of missing data and gap width increase. Instead of three axes, as in the surface plots, either p or g can be broken down such that changes in performance are depicted with respect to one variable, across each value of the other. The variable to form the x-axis is specified in cross_section. Plots are arranged vertically, where each represents performance plotted against each fixed value in the variable not specified in cross_section. The middle line is the median value, the upper ribbon boundary is the 97.5th quantile value, and the lower ribbon boundary is the 2.5th quantile value.

Usage

plotCS_un(
  agEval,
  cross_section = "p",
  crit,
  d = 1:length(agEval),
  m = names(agEval[[1]][[1]][[1]]),
  f = "median",
  layer_type = "method",
  highlight = "HWI",
  highlight_color = "#FA4032",
  colors = c("#FF8633", "#FFAF33", "#FFD133", "#FFEC33", "#D7FF33", "#96FF33")
)

Arguments

agEval	agEvaluate; An object containing the aggregated performance metrics (result of agEvaluate())
cross_section	character; An element describing the gap structure variable to represent on the x-axis: either "p" or "g"
crit	character; An element describing the performance metric of interest
d	numeric; A vector to indicate datasets of interest
m	character; A vector of interpolation methods of interest
f	character; The statistic of interest defining the ribbon. Possible choices are listed in ?agEvaluate
layer_type	character; How to layer the ribbons (by "method" or by "dataset")
highlight	character/numeric; A single method (if layer_type = "method") or dataset (if layer_type = "dataset") to highlight.
highlight_color	character; An HTML color of format "#xxxxxx" to apply to highlight
colors	character; A vector of the desired color palette, with entries in HTML format ("#xxxxxx")

castels/interpTools documentation built on June 7, 2024, 4:20 p.m.