A data set from De Cock (2011) has 82 fields were recored for 2,930
properties in Ames IA. This version is copies from the AmesHousing package
but does not include a few quality columns that appear to be outcomes
rather than predictors.
a tibble
See this links for the sources below for more information as well as
?AmesHousing::make_ames.
For these data, the training materials typically use:
library(tidymodels)set.seed(4595) data_split <- initial_split(ames, strata = "Sale_Price") ames_train <- training(data_split) ames_test <- testing(data_split)
set.seed(2453) ames_folds<- vfold_cv(ames_train)