Ames Housing Data
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.
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)
ames |
a tibble |
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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