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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/plotBMRBoxplots.R
\name{plotBMRBoxplots}
\alias{plotBMRBoxplots}
\title{Create box or violin plots for a BenchmarkResult.}
\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{
\item{bmr}{(\link{BenchmarkResult})\cr
Benchmark result.}
\item{measure}{(\link{Measure})\cr
Performance measure.
Default is the first measure used in the benchmark experiment.}
\item{style}{(\code{character(1)})\cr
Type of plot, can be \dQuote{box} for a boxplot or \dQuote{violin} for a violin plot.
Default is \dQuote{box}.}
\item{order.lrns}{(\code{character(n.learners)})\cr
Character vector with \code{learner.ids} in new order.}
\item{order.tsks}{(\code{character(n.tasks)})\cr
Character vector with \code{task.ids} in new order.}
\item{pretty.names}{(\code{logical(1)})\cr
Whether to use the \link{Measure} name and the \link{Learner}
short name instead of the id. Default is \code{TRUE}.}
\item{facet.wrap.nrow, facet.wrap.ncol}{(\link{integer})\cr
Number of rows and columns for facetting. Default for both is \code{NULL}.
In this case ggplot's \code{facet_wrap} will choose the layout itself.}
}
\value{
ggplot2 plot object.
}
\description{
Plots box or violin plots for a selected \code{measure} across all iterations
of the resampling strategy, faceted by the \code{task.id}.
}
\examples{
# see benchmark
}
\seealso{
Other plot:
\code{\link{createSpatialResamplingPlots}()},
\code{\link{plotBMRRanksAsBarChart}()},
\code{\link{plotBMRSummary}()},
\code{\link{plotCalibration}()},
\code{\link{plotCritDifferences}()},
\code{\link{plotLearningCurve}()},
\code{\link{plotPartialDependence}()},
\code{\link{plotROCCurves}()},
\code{\link{plotResiduals}()},
\code{\link{plotThreshVsPerf}()}
Other benchmark:
\code{\link{BenchmarkResult}},
\code{\link{batchmark}()},
\code{\link{benchmark}()},
\code{\link{convertBMRToRankMatrix}()},
\code{\link{friedmanPostHocTestBMR}()},
\code{\link{friedmanTestBMR}()},
\code{\link{generateCritDifferencesData}()},
\code{\link{getBMRAggrPerformances}()},
\code{\link{getBMRFeatSelResults}()},
\code{\link{getBMRFilteredFeatures}()},
\code{\link{getBMRLearnerIds}()},
\code{\link{getBMRLearnerShortNames}()},
\code{\link{getBMRLearners}()},
\code{\link{getBMRMeasureIds}()},
\code{\link{getBMRMeasures}()},
\code{\link{getBMRModels}()},
\code{\link{getBMRPerformances}()},
\code{\link{getBMRPredictions}()},
\code{\link{getBMRTaskDescs}()},
\code{\link{getBMRTaskIds}()},
\code{\link{getBMRTuneResults}()},
\code{\link{plotBMRRanksAsBarChart}()},
\code{\link{plotBMRSummary}()},
\code{\link{plotCritDifferences}()},
\code{\link{reduceBatchmarkResults}()}
}
\concept{benchmark}
\concept{plot}
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