Plot hyperparameter tuning results

Plot hyperparameter tuning results

Usage

tl_plot_tuning_results(
  model,
  top_n = 5,
  param1 = NULL,
  param2 = NULL,
  plot_type = "scatter"
)

Arguments

model

A tidylearn model object with tuning results

top_n

Number of top parameter sets to highlight

param1

First parameter to plot (for 2D grid or scatter plots)

param2

Second parameter to plot (for 2D grid or scatter plots)

plot_type

Type of plot: "scatter", "grid", "parallel", "importance"

Value

A ggplot object.

Examples

# \donttest{
model <- tl_tune_grid(iris, Species ~ ., method = "tree",
  param_grid = list(cp = c(0.01, 0.1), minsplit = c(10, 20)),
  folds = 2, verbose = FALSE)
tl_plot_tuning_results(model)

# }