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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.

Este exercício faz parte do curso

Modeling with tidymodels in R

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Exercício interativo prático

Experimente este exercício completando este código de exemplo.

# Create a workflow
loans_dt_wkfl <- ___ %>% 
  # Include the model object
  ___(___) %>% 
  # Include the recipe object
  ___(___)

# View workflow specification
loans_dt_wkfl
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