Interactively plotting the Symmetric Deviation function

Usage

interactivesymdevplot(
  x,
  percentiles = c(0, 50, 100),
  maximise = FALSE,
  col = c("white", "black"),
  threshold = NULL,
  thrcol = "cyan",
  type = "point",
  lty = "solid",
  psize = 0.1,
  pshape = 16,
  legend.pos = "topright",
  xaxis.side = "bottom",
  yaxis.side = "left",
  axes = TRUE,
  xlabel = NULL,
  ylabel = NULL,
  sci.notation = FALSE,
  extraLegend = "VE",
  plot = "plotly"
)

Arguments

x: Either a matrix of data values, or a data frame, or a list of data frames of exactly three columns.
percentiles: (numeric()) - Vector indicating which percentile should be plot. The default is to plot only the median attainment curve.
maximise: (logical() | logical(1)) - Whether the objectives must be maximised instead of minimised. Either a single logical value that applies to all objectives or a vector of logical values, with one value per objective.
col: A vector of colours used to plot.
threshold: Vorob'ev threshold, e.g., as returned by moocore::vorobT().
thrcol: Colour of Vorob'ev expectation
type: (character(1)) - string giving the type of plot desired. The following values are possible, 'point' and 'area'.
lty: Line type. See plot.default().
psize: Size of plotted points
pshape: Shape of plotted point. See plot.default().
legend.pos: The position of the legend, valid values are 'topright', 'top', 'topleft', 'right', 'left', 'bottom', 'bottomright', 'bottomleft' and 'center'. A value of 'none' hides the legend.
xaxis.side: On which side that xaxis is drawn. Valid values are 'below' and 'above'.
yaxis.side: On which side that yaxis is drawn. Valid values are 'left' and 'right'.
axes: A logical value indicating whether both axes should be drawn on the plot.
xlabel, ylabel: Axes labels
sci.notation: Generate scientific labels
extraLegend: Legend label for Vorob'ev expectation.
plot: Interactive or none interactive plot. Valid values are 'plotly' and 'ggplot'.

Value

A plot of the attainment surfaces of the symmetric deviation function.

Examples

options("warn"=-1)
library(interactiveeafplots)

data(CPFs, package = "interactiveeafplots")
res <- moocore::vorobT(CPFs, reference = c(2, 200))
print(res$threshold)
#> [1] 44.14062
#> [1] 44.14062

# Display Vorob'ev expectation and attainment function
interactivesymdevplot(x=CPFs, threshold=res$threshold, col =c("red","yellow"),
                      percentiles = c(0,20,40,60,80,100), type="area",
                      thrcol="cyan", plot = "plotly", extraLegend="VE",
                      sci.notation = TRUE)