mlr: plotTuneMultiCritResult – R documentation

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mlr

plotTuneMultiCritResult

Plots multi-criteria results after tuning using ggplot2.

Description

Visualizes the pareto front and possibly the dominated points.

Usage

plotTuneMultiCritResult(
  res,
  path = TRUE,
  col = NULL,
  shape = NULL,
  pointsize = 2,
  pretty.names = TRUE
)

Arguments

`res`	(TuneMultiCritResult) Result of tuneParamsMultiCrit.
`path`	(`logical(1)`) Visualize all evaluated points (or only the non-dominated pareto front)? For the full path, the size of the points on the front is slightly increased. Default is `TRUE`.
`col`	(`character(1)`) Which column of `res$opt.path` should be mapped to ggplot2 color? Default is `NULL`, which means none.
`shape`	(`character(1)`) Which column of `res$opt.path` should be mapped to ggplot2 shape? Default is `NULL`, which means none.
`pointsize`	(`numeric(1)`) Point size for ggplot2 ggplot2::geom_point for data points. Default is 2.
`pretty.names`	(`logical(1)`) Whether to use the ID of the measures instead of their name in labels. Defaults to `TRUE`.

Value

ggplot2 plot object.

Examples

# see tuneParamsMultiCrit

mlr

Machine Learning in R

v2.19.0

BSD_2_clause + file LICENSE

Authors

Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>), Michel Lang [aut] (<https://orcid.org/0000-0001-9754-0393>), Lars Kotthoff [aut], Patrick Schratz [aut, cre] (<https://orcid.org/0000-0003-0748-6624>), Julia Schiffner [aut], Jakob Richter [aut], Zachary Jones [aut], Giuseppe Casalicchio [aut] (<https://orcid.org/0000-0001-5324-5966>), Mason Gallo [aut], Jakob Bossek [ctb] (<https://orcid.org/0000-0002-4121-4668>), Erich Studerus [ctb] (<https://orcid.org/0000-0003-4233-0182>), Leonard Judt [ctb], Tobias Kuehn [ctb], Pascal Kerschke [ctb] (<https://orcid.org/0000-0003-2862-1418>), Florian Fendt [ctb], Philipp Probst [ctb] (<https://orcid.org/0000-0001-8402-6790>), Xudong Sun [ctb] (<https://orcid.org/0000-0003-3269-2307>), Janek Thomas [ctb] (<https://orcid.org/0000-0003-4511-6245>), Bruno Vieira [ctb], Laura Beggel [ctb] (<https://orcid.org/0000-0002-8872-8535>), Quay Au [ctb] (<https://orcid.org/0000-0002-5252-8902>), Martin Binder [ctb], Florian Pfisterer [ctb], Stefan Coors [ctb], Steve Bronder [ctb], Alexander Engelhardt [ctb], Christoph Molnar [ctb], Annette Spooner [ctb]

Initial release