Creating workflows
workflow
objects simplify the modeling process in tidymodels
. With workflows
, it's possible to train a parsnip
model and recipe
object at the same time.
In this exercise, you will combine your decision tree model and feature engineering recipe
into a single workflow
object and perform model fitting and evaluation.
Your model object, dt_model
, recipe
object, loans_recipe
, and data split, loans_split
have been loaded into this session.
Diese Übung ist Teil des Kurses
Modeling with tidymodels in R
Interaktive Übung
Versuche dich an dieser Übung, indem du diesen Beispielcode vervollständigst.
# Create a workflow
loans_dt_wkfl <- ___ %>%
# Include the model object
___(___) %>%
# Include the recipe object
___(___)
# View workflow specification
loans_dt_wkfl