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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

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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
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