Package: mlr3viz 0.11.0

Marc Becker

mlr3viz: Visualizations for 'mlr3'

Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, learners, predictions, benchmark results, tuning instances and filters via the 'autoplot()' generic of 'ggplot2'. The package draws plots with the 'viridis' color palette and applies the minimal theme. Visualizations include barplots, boxplots, histograms, ROC curves, and Precision-Recall curves.

Authors:Michel Lang [aut], Patrick Schratz [aut], Raphael Sonabend [aut], Marc Becker [cre, aut], Jakob Richter [aut], Damir Pulatov [ctb], John Zobolas [aut]

mlr3viz_0.11.0.tar.gz
mlr3viz_0.11.0.zip(r-4.7)mlr3viz_0.11.0.zip(r-4.6)mlr3viz_0.11.0.zip(r-4.5)
mlr3viz_0.11.0.tgz(r-4.6-any)mlr3viz_0.11.0.tgz(r-4.5-any)
mlr3viz_0.11.0.tar.gz(r-4.7-any)mlr3viz_0.11.0.tar.gz(r-4.6-any)
mlr3viz_0.11.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
mlr3viz/json (API)
NEWS

# Install 'mlr3viz' in R:
install.packages('mlr3viz', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mlr-org/mlr3viz/issues

Pkgdown/docs site:https://mlr3viz.mlr-org.com

On CRAN:

Conda:

ggplot2mlr3visualizationvisualizations

9.70 score 46 stars 4 packages 416 scripts 6.2k downloads 4 exports 41 dependencies

Last updated from:069372b38d (on v0.11.0). Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK221
source / vignettesOK207
linux-release-x86_64OK213
macos-release-arm64OK128
macos-oldrel-arm64OK140
windows-develOK160
windows-releaseOK329
windows-oldrelOK210
wasm-releaseOK129

Exports:as_precrecautoplotfortifyplot_learner_prediction

Dependencies:backportscheckmateclicodetoolscpp11data.tabledigestevaluatefarverfuturefuture.applyggplot2globalsgluegridExtragtableisobandlabelinglgrlifecyclelistenvmiraimlbenchmlr3mlr3measuresmlr3miscnanonextpalmerpenguinsparadoxparallellyPRROCR6RColorBrewerrlangS7scalesuuidvctrsviridisviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
mlr3viz: Visualizations for 'mlr3'mlr3viz-package mlr3viz
Convert to 'precrec' Formatas_precrec as_precrec.BenchmarkResult as_precrec.PredictionClassif as_precrec.ResampleResult
Plots for Benchmark Resultsautoplot.BenchmarkResult
Plots for Ensemble Feature Selection Resultsautoplot.EnsembleFSResult
Plots for Filter Scoresautoplot.Filter
Plot for Classification Learnersautoplot.LearnerClassif
Plots for GLMNet Learnersautoplot.LearnerClassifCVGlmnet autoplot.LearnerClassifGlmnet autoplot.LearnerRegrCVGlmnet autoplot.LearnerRegrGlmnet
Plots for Rpart Learnersautoplot.LearnerClassifRpart autoplot.LearnerRegrRpart
Plots for Hierarchical Clustering Learnersautoplot.LearnerClustHierarchical
Plot for Regression Learnersautoplot.LearnerRegr
Plots for Optimization Instancesautoplot.OptimInstanceBatchSingleCrit
Plots for Classification Predictionsautoplot.PredictionClassif
Plots for Cluster Predictionsautoplot.PredictionClust
Plots for Regression Predictionsautoplot.PredictionRegr
Plots for Resample Resultsautoplot.ResampleResult
Plots for Classification Tasksautoplot.TaskClassif
Plots for Clustering Tasksautoplot.TaskClust
Plots for Regression Tasksautoplot.TaskRegr
Plots for Tuning Instancesautoplot.TuningInstanceBatchSingleCrit
Plots for Learner Predictionsplot_learner_prediction
Generates a data.table of evenly distributed points.predict_grid