CRAN/E | mlr3viz

mlr3viz

Visualizations for 'mlr3'

Installation

About

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.

mlr3viz.mlr-org.com
github.com/mlr-org/mlr3viz
Bug report File report

Key Metrics

Version 0.8.0
R ≥ 3.1.0
Published 2024-03-05 23 days ago
Needs compilation? no
License LGPL-3
CRAN checks mlr3viz results

Downloads

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Maintainer

Maintainer

Michel Lang

michellang@gmail.com

Authors

Michel Lang

cre / aut

Patrick Schratz

aut

Raphael Sonabend

aut

Marc Becker

aut

Jakob Richter

aut

Damir Pulatov

ctb

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mlr3viz archive

Depends

R ≥ 3.1.0

Imports

checkmate
data.table
ggplot2 ≥ 3.3.0
mlr3misc ≥0.7.0
scales
utils
viridis

Suggests

bbotk ≥ 0.7.3
cluster
GGally
ggdendro
ggfortify ≥0.4.11
ggparty
glmnet
knitr
lgr
mlr3 ≥ 0.6.0
mlr3cluster
mlr3filters
mlr3learners
mlr3tuning ≥ 0.9.0
paradox
partykit
patchwork ≥ 1.1.1
precrec
ranger
rpart
stats
testthat ≥ 3.0.0
vdiffr ≥ 1.0.2
xgboost

Reverse Imports

mlr3verse
sense

Reverse Suggests

explainer
mlr3fairness