Plot feature importance for an XGBoost model — tl_plot_xgboost_importance • tidylearn

Plot feature importance for an XGBoost model

Usage

tl_plot_xgboost_importance(model, top_n = 10, importance_type = "gain", ...)

Arguments

model: A tidylearn XGBoost model object
top_n: Number of top features to display (default: 10)
importance_type: Type of importance: "gain", "cover", "frequency"
...: Additional arguments

Value

A ggplot object.

Examples

# \donttest{
if (requireNamespace("xgboost", quietly = TRUE)) {
  model <- tl_model(mtcars, mpg ~ ., method = "xgboost")
  tl_plot_xgboost_importance(model)
}

# }