vivid

swMATH42424CRANvividMaRDI QIDQ1352436

Variable Importance and Variable Interaction Displays

Andrew Parnell, Catherine Hurley, Alan Inglis

Last update: 10 July 2023

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 0.2.6, 0.2.7, 0.1.0, 0.2.0, 0.2.1, 0.2.2, 0.2.3, 0.2.5, 0.2.8

Source code repository: https://github.com/AlanInglis/vivid

Description

A suite of plots for displaying variable importance and two-way variable interaction jointly. Can also display partial dependence plots laid out in a pairs plot or 'zenplots' style.

Described by source

• Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models

Related Items (1)

Interactive Slice Visualization for Exploring Machine Learning Models

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