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Build a Predictive Text Model for Avatar: The Last Airbender with Tidymodels

Build a Predictive Text Model for Avatar: The Last Airbender with Tidymodels

Julia Silge via YouTube Direct link

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Results

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Build a Predictive Text Model for Avatar: The Last Airbender with Tidymodels

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  1. 1 Introduction
  2. 2 Welcome
  3. 3 The data
  4. 4 Exploration
  5. 5 Avatar Palette
  6. 6 DataFrame
  7. 7 Weighted Log Odds
  8. 8 New Table
  9. 9 Graphing
  10. 10 Building the model
  11. 11 Class imbalance
  12. 12 Preprocessing
  13. 13 Results
  14. 14 Evaluation
  15. 15 Variable importance
  16. 16 Variable important scores

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