This function bootstraps model predictions and generates partial dependence plots for each response variable.
It also creates a combined plot for the top variables of interest.
Usage
mrPD_bootstrap(mrBootstrap_obj, vi_obj, X, Y, target, global_top_var = 2)
Arguments
- mrBootstrap_obj
A list of model bootstraps generated using mrBootstrap function.
- vi_obj
Variable Importance data.
- X
The predictor data.
- Y
The response data.
- target
The target variable for generating plots.
- global_top_var
The number of top variables to consider (default: 2).
Value
A list containing the partial dependence plots for each response variable and a combined plot.
