Create a workflow
As you keep investigating attrition, it is natural to build a model that takes all the available predictors, hopping to get a highly accurate prediction. Let's see how it goes.
This exercise is part of the course
Feature Engineering in R
Exercise instructions
- Create a recipe to predict
Attrition
based on all features. - Bundle the model and recipe in a workflow.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
lr_model <- logistic_reg()
# Create a recipe to predict Attrition based on all features
lr_recipe <-
recipe(___,
data = train)
# Bundle the model and recipe in a workflow
lr_workflow <-
workflow() %>%
add_model(lr_model) %>%
___(lr_recipe)
lr_workflow