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Introduction
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Classroom Contents
Modeling Hotel Bookings in R Using Tidymodels and Recipes
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- 1 Introduction
- 2 Data
- 3 Exploratory plots
- 4 Scales package
- 5 Checking in with children
- 6 Car parking spaces
- 7 Pairs plot
- 8 Data types
- 9 Recipe
- 10 Prep
- 11 Juice Recipe
- 12 Model Setup
- 13 Decision Tree
- 14 Validation Splits
- 15 FitResamples
- 16 Collect metrics
- 17 Tree result
- 18 Group by model
- 19 Autoplot
- 20 Confusion Matrix
