Tune and Evaluate a Multiclass Lasso Model for NBER Working Papers

Tune and Evaluate a Multiclass Lasso Model for NBER Working Papers

Julia Silge via YouTube Direct link

Introduction

1 of 13

1 of 13

Introduction

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Tune and Evaluate a Multiclass Lasso Model for NBER Working Papers

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  1. 1 Introduction
  2. 2 Data set overview
  3. 3 Weighted log odds
  4. 4 Highest log odds words
  5. 5 Multiclass classification
  6. 6 Feature engineering
  7. 7 Preprocessing
  8. 8 Model specification
  9. 9 Putting it together
  10. 10 Tuning
  11. 11 Results
  12. 12 Lastfit
  13. 13 Making predictions

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