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Tuning XGBoost Using Tidymodels

Tuning XGBoost Using Tidymodels

Julia Silge via YouTube Direct link

Tuning

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Tuning

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Classroom Contents

Tuning XGBoost Using Tidymodels

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  1. 1 Introduction
  2. 2 Data
  3. 3 Data reshaping
  4. 4 Gameplay stats
  5. 5 Errors
  6. 6 Setup
  7. 7 Rename with
  8. 8 Exploring
  9. 9 Model specification
  10. 10 Tuning
  11. 11 Finalize
  12. 12 Preprocessor
  13. 13 Tuning process
  14. 14 Visualization
  15. 15 Reshape
  16. 16 Plot
  17. 17 Variable importance
  18. 18 Last fit
  19. 19 Conclusion

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