Plot importance measures rankings with ggpairs
Source:R/measure_importance.R
plot_importance_rankings.RdPlot against each other rankings of variables according to various measures of importance
plot_importance_rankings(
importance_frame,
measures = NULL,
main = "Relations between rankings according to different measures"
)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 = 300)
frame <- measure_importance(forest, measures = c("mean_min_depth", "times_a_root"))
plot_importance_ggpairs(frame, measures = c("mean_min_depth", "times_a_root"))
