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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.