Plot model comparison

Plot model comparison

Usage

tl_plot_model_comparison(..., new_data = NULL, metrics = NULL, names = NULL)

Arguments

...

tidylearn model objects to compare

new_data

Optional data frame for evaluation (if NULL, uses training data)

metrics

Character vector of metrics to compute

names

Optional character vector of model names

Value

A ggplot object.

Examples

# \donttest{
m1 <- tl_model(mtcars, mpg ~ wt + hp, method = "linear")
m2 <- tl_model(mtcars, mpg ~ wt + hp, method = "lasso")
tl_plot_model_comparison(m1, m2, names = c("Linear", "Lasso"))
#> Evaluating on training data. For model validation, provide separate test data.

# }