R: Create box or violin plots for a BenchmarkResult.

plotBMRBoxplots {mlr} | R Documentation

## Create box or violin plots for a BenchmarkResult.

### Description

Plots box or violin plots for a selected `measure` across all iterations of the resampling strategy, faceted by the `task.id`.

### Usage

    plotBMRBoxplots(bmr, measure = NULL, style = "box", order.lrns = NULL,
      order.tsks = NULL, pretty.names = TRUE, facet.wrap.nrow = NULL,
      facet.wrap.ncol = NULL)

### Arguments

`bmr` | (BenchmarkResult) Benchmark result.
`measure` | (Measure) Performance measure. Default is the first measure used in the benchmark experiment.
`style` | (`character(1)`) Type of plot, can be “box” for a boxplot or “violin” for a violin plot. Default is “box”.
`order.lrns` | (`character(n.learners)`) Character vector with `learner.ids` in new order.
`order.tsks` | (`character(n.tasks)`) Character vector with `task.ids` in new order.
`pretty.names` | (`logical(1)`) Whether to use the Measure name and the Learner short name instead of the id. Default is `TRUE`.
`facet.wrap.nrow, facet.wrap.ncol` | (integer) Number of rows and columns for facetting. Default for both is `NULL`. In this case ggplot's `facet_wrap` will choose the layout itself.

### Value

ggplot2 plot object.

### See Also

Other plot: `plotBMRRanksAsBarChart`, `plotBMRSummary`, `plotCalibration`, `plotCritDifferences`, `plotLearningCurve`, `plotPartialDependence`, `plotROCCurves`, `plotResiduals`, `plotThreshVsPerf`

Other benchmark: `BenchmarkResult`, `batchmark`, `benchmark`, `convertBMRToRankMatrix`, `friedmanPostHocTestBMR`, `friedmanTestBMR`, `generateCritDifferencesData`, `getBMRAggrPerformances`, `getBMRFeatSelResults`, `getBMRFilteredFeatures`, `getBMRLearnerIds`, `getBMRLearnerShortNames`, `getBMRLearners`, `getBMRMeasureIds`, `getBMRMeasures`, `getBMRModels`, `getBMRPerformances`, `getBMRPredictions`, `getBMRTaskDescs`, `getBMRTaskIds`, `getBMRTuneResults`, `plotBMRRanksAsBarChart`, `plotBMRSummary`, `plotCritDifferences`, `reduceBatchmarkResults`

### Examples

    # see benchmark

[Package mlr version 2.12.1 Index]