Mlr3viz: Visualizations for 'Mlr3'

MCML Authors

Michel Lang

Dr.

* Former Member

→ Group Bernd Bischl
 Statistical Learning and Data Science

Patrick Schratz

* Former Member

→ Group Bernd Bischl
 Statistical Learning and Data Science

Abstract

mlr3viz is the 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.

manual

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SW Package

Jan. 2020

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Authors

M. Lang • P. Schratz • R. Sonabend

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Links

URL GitHub

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Research Area

 A1 | Statistical Foundations & Explainability