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stat.CO2022★ 2 cited
vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models
Alan Inglis, Andrew Parnell, Catherine Hurley
We present vivid, an R package for visualizing variable importance and variable interactions in machine learning models. The package provides a range of displays including heatmap…
stat.CO2022★ 2 cited
Visualizations for Bayesian Additive Regression Trees
Alan Inglis, Andrew Parnell, Catherine Hurley
Tree-based regression and classification has become a standard tool in modern data science. Bayesian Additive Regression Trees (BART) has in particular gained wide popularity due i…