Fit and augment
Now is time to fit and augment our model. You are using all available variables and have some expectations on the results. Can this relatively larger model outperform simpler ones? Take a look at the lr_augment
object to see how your model is performing.
This exercise is part of the course
Feature Engineering in R
Exercise instructions
- Augment the fit object to assess the model.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
lr_fit <- lr_workflow %>%
fit(test)
# Augment the fit object to assess the model
lr_aug <- lr_fit %>%
___(test)
lr_aug %>% class_evaluate(truth = Attrition,
estimate = .pred_class,
.pred_No)
lr_aug