BloomTech’s Downfall: A Long Time Coming

Finding the Tallest Tree - Comparing Tree-Based Models

Finding the Tallest Tree - Comparing Tree-Based Models

Data Science Dojo via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

Finding the Tallest Tree - Comparing Tree-Based Models

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  1. 1 Introduction
  2. 2 Data
  3. 3 Single Tree
  4. 4 {rpart}
  5. 5 Random Forest
  6. 6 {ranger}
  7. 7 Boosted Trees
  8. 8 {gbm}
  9. 9 {C5.0}
  10. 10 {xgboost}
  11. 11 {lightgbm}
  12. 12 Other Models
  13. 13 {tidymodels}
  14. 14 Feature Engineering with {recipes}
  15. 15 {workflows}
  16. 16 Fit the Models
  17. 17 How did we do
  18. 18 Takeaways

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