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params.yml 542 B

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  1. feature_type: numerical + categorical
  2. model__alpha: 0.0001
  3. model__average: false
  4. model__class_weight: null
  5. model__early_stopping: false
  6. model__epsilon: 0.1
  7. model__eta0: 0.0
  8. model__fit_intercept: true
  9. model__l1_ratio: 0.15
  10. model__learning_rate: optimal
  11. model__loss: log
  12. model__max_iter: 1000
  13. model__n_iter_no_change: 5
  14. model__n_jobs: null
  15. model__penalty: l2
  16. model__power_t: 0.5
  17. model__random_state: 42
  18. model__shuffle: true
  19. model__tol: 0.001
  20. model__validation_fraction: 0.1
  21. model__verbose: 0
  22. model__warm_start: false
  23. model_class: SGDClassifier
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