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
but does not include a few quality columns that appear to be outcomes
rather than predictors.
See this links for the sources below for more information as well as
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)
De Cock, D. (2011). "Ames, Iowa: Alternative to the Boston Housing Data as an End of Semester Regression Project," Journal of Statistics Education, Volume 19, Number 3.
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