plot_importance_ggpairs: Plot importance measures with ggpairs

In ModelOriented/randomForestExplainer: Explaining and Visualizing Random Forests in Terms of Variable Importance

Plot importance measures with ggpairs

Description

Plot selected measures of importance of variables in a forest using ggpairs

Usage

plot_importance_ggpairs(
  importance_frame,
  measures = NULL,
  main = "Relations between measures of importance"
)

Arguments

importance_frame	A result of using the function measure_importance() to a random forest or a randomForest object
measures	A character vector specifying the measures of importance to be used
main	A string to be used as title of the plot

Value

A ggplot object

Examples

forest <- randomForest::randomForest(Species ~ ., data = iris, localImp = TRUE, ntree = 200)
frame <- measure_importance(forest, measures = c("mean_min_depth", "times_a_root"))
plot_importance_ggpairs(frame, measures = c("mean_min_depth", "times_a_root"))

ModelOriented/randomForestExplainer documentation built on March 23, 2024, 10:31 p.m.