plot_top_contributors: Plot top contributions

In Mushriq/mixmap: Test package to share mixmap code

Plot top contributions

Description

This function generates a plot of the top contributing features for the top n models.

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 make_xgb_models
models_to_use	A vector of model names to restrict the plot to.
data_to_use	If "training" (default), it will use the full training data. If anything else, it will use the new predictions (must have used add_predictions before).
n_predictors	The maximum number of predictors to show per plot.
n_columns	If multiple models are being plotted, how many columns in the plot grid to use.
color	The color of the bars in the plot.

Examples

plot_top_contributors(shap_table, name, 10)

Mushriq/mixmap documentation built on Jan. 28, 2024, 7:22 p.m.