cars_bag_vfld: Resampled bagged tree results

In shinymodels: Interactive Assessments of Models

Resampled bagged tree results

Description

This object has the results when a bagged regression tree was resampled using 10-fold cross-validation.

Details

The code used to produce this object:

  library(tidymodels)
  library(baguette)
  tidymodels_prefer()

  # ------------------------------------------------------------------------------

  ctrl_rs <- control_resamples(save_pred = TRUE)

  # ------------------------------------------------------------------------------

  set.seed(1)
  cars_rs <- vfold_cv(mtcars)

  cars_bag_vfld <-
    bag_tree() %>%
    set_engine("rpart", times = 5) %>%
    set_mode("regression") %>%
    fit_resamples(
      mpg ~ .,
      resamples = cars_rs,
      control = ctrl_rs
    )

Value

An object with primary class resample_results.

shinymodels documentation built on May 29, 2024, 2:22 a.m.