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If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
To cite vivid in publications use:
Inglis A, Parnell A, Hurley CB (2022). “Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models.” Journal of Computational and Graphical Statistics, 1-13.
Inglis A, Parnell A, Hurley CB (2023). “vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models.” R Journal, 15(2).
Corresponding BibTeX entries:
@Article{,
title = {Visualizing Variable Importance and Variable Interaction
Effects in Machine Learning Models},
author = {Alan Inglis and Andrew Parnell and Catherine B. Hurley},
journal = {Journal of Computational and Graphical Statistics},
year = {2022},
pages = {1-13},
publisher = {Taylor & Francis},
}
@Article{,
title = {vivid: An R package for Variable Importance and Variable
Interactions Displays for Machine Learning Models.},
author = {Alan Inglis and Andrew Parnell and Catherine B. Hurley},
journal = {R Journal},
year = {2023},
volume = {15},
number = {2},
}
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.