CRAN
vip 0.1.2
Variable Importance Plots
Released Sep 30, 2018 by Brandon Greenwell
This package cannot yet be used with Renjin it depends on other packages which are not available: ModelMetrics 1.2.0
Dependencies
ModelMetrics 1.2.0 gridExtra 2.3 magrittr 1.5 ggplot2 3.0.0 plyr 1.8.4 tibble 1.4.2 pdp 0.6.0
A general framework for constructing variable importance plots from various types machine learning models in R. Aside from some standard model- based variable importance measures, this package also provides a novel approach based on partial dependence plots (PDPs) and individual conditional expectation (ICE) curves as described in Greenwell et al. (2018)