Using Categorical Covariates with AddiVortes3 months ago
1. What is One-Hot Encoding? | 2. The catScaling Parameter | 3. Eskin Distance (cat.onehot = FALSE) | 4. Choosing Between One-Hot and Eskin | 5. A Synthetic Example | 6. Inspecting the Encoding | 7. Fitting the Model (One-Hot) | 8. Making Predictions | 9. Handling Unseen Category Levels | 10. Effect of catScaling | 11. Comparing One-Hot and Eskin Distances | 12. Summary of Key Points | References
AddiVortes 1.0.1John Paul Gosling, Adam Stone, and Andy Iskauskascategorical.Rmd