plot.MixtComp: Plot of a _MixtComp_ object

In RMixtCompUtilities: Utility Functions for 'MixtComp' Outputs

Plot of a MixtComp object

Description

Plot of a MixtComp object

Usage

## S3 method for class 'MixtComp'
plot(
  x,
  nVarMaxToPlot = 3,
  pkg = c("ggplot2", "plotly"),
  plotData = c("CI", "Boxplot"),
  ...
)

Arguments

x	MixtComp object
nVarMaxToPlot	number of variables to display
pkg	"ggplot2" or "plotly". Package used to plot
plotData	"CI" or "Boxplot". If "CI", uses plotDataCI function. If "Boxplot", uses plotDataBoxplot
...	extra parameter for plotDataCI

Author(s)

Quentin Grimonprez

See Also

mixtCompLearn mixtCompPredict

Other plot: heatmapClass(), heatmapTikSorted(), heatmapVar(), histMisclassif(), plotConvergence(), plotDataBoxplot(), plotDataCI(), plotDiscrimClass(), plotDiscrimVar(), plotParamConvergence(), plotProportion()

Examples

if (requireNamespace("RMixtCompIO", quietly = TRUE)) {
  dataLearn <- list(
    var1 = as.character(c(rnorm(50, -2, 0.8), rnorm(50, 2, 0.8))),
    var2 = as.character(c(rnorm(50, 2), rpois(50, 8)))
  )

  model <- list(
    var1 = list(type = "Gaussian", paramStr = ""),
    var2 = list(type = "Poisson", paramStr = "")
  )

  algo <- list(
    nClass = 2,
    nInd = 100,
    nbBurnInIter = 100,
    nbIter = 100,
    nbGibbsBurnInIter = 100,
    nbGibbsIter = 100,
    nInitPerClass = 3,
    nSemTry = 20,
    confidenceLevel = 0.95,
    ratioStableCriterion = 0.95,
    nStableCriterion = 10,
    mode = "learn"
  )

  resLearn <-RMixtCompIO::rmcMultiRun(algo, dataLearn, model, nRun = 3)

  plot(resLearn)
}

RMixtCompUtilities documentation built on Sept. 22, 2023, 5:10 p.m.