Predicting injuries for Chicago traffic crashes
Download up-to-date city data from Chicago’s open data portal and predict whether a traffic crash involved an injury with a bagged tree model.
Upcoming changes to tidytext: threat of COLLAPSE
The current development version of tidytext has changes that may affect your analyses.
Tune random forests for #TidyTuesday IKEA prices
Use tidymodels scaffolding functions for getting started quickly with commonly used models like random forests.
Tune and interpret decision trees for #TidyTuesday wind turbines
Use tidymodels to predict capacity for Canadian wind turbines with decision trees.
Predicting class membership for the #TidyTuesday Datasaurus Dozen
Which of the Datasaurus Dozen are easier or harder for a random forest model to identify? Learn how to use multiclass evaluation metrics to find out.