Plot the top contributing features for one or more POWERUP models. Models without feature contributions for the requested data source are omitted.
Usage
plot_top_contributors(
models,
models_to_use = NULL,
data_to_use = "training",
n_predictors = 10,
n_columns = 5,
color = "#52565e",
labels_data = NULL,
sec_label = NULL
)Arguments
- models
A list of model objects generated by fit_powerup_models().
- models_to_use
Optional character vector of model names to plot. NULL uses all models.
- data_to_use
Data source to plot:
"training"or"new_data".- n_predictors
Maximum number of top contributing features to show per model, including ties at the cutoff.
- n_columns
Number of columns in the resulting plot grid.
- color
Bar color.
- labels_data
Optional data frame containing old_label and new_label columns for model-label replacement.
- sec_label
If non-NULL, use labels_data$second_label as the plot subtitle for mapped models.