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Introduction
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Classroom Contents
Feature Engineering & Interpretability for XGBoost with Board Game Ratings
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- 1 Introduction
- 2 Data overview
- 3 Average distribution
- 4 Modeling
- 5 Preprocessing
- 6 Custom Tokenizing
- 7 String Squish
- 8 Regression
- 9 Tuning
- 10 Results
- 11 Plotting function game
- 12 Finding the best game
- 13 Last fit
- 14 Testing set
- 15 Explainability tools
- 16 parsnip fit
- 17 model importance
- 18 shop
- 19 model
- 20 other arguments
- 21 matrix
- 22 making plots
- 23 dependency partial plot
- 24 min age plot
- 25 summary
