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params.yml 1.0 KB

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  1. feature_type: text
  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
  24. tfidf__analyzer: word
  25. tfidf__binary: false
  26. tfidf__decode_error: strict
  27. tfidf__dtype: <class 'numpy.float64'>
  28. tfidf__encoding: utf-8
  29. tfidf__input: content
  30. tfidf__lowercase: true
  31. tfidf__max_df: 1.0
  32. tfidf__max_features: 25000
  33. tfidf__min_df: 1
  34. tfidf__ngram_range: (1, 1)
  35. tfidf__norm: l2
  36. tfidf__preprocessor: null
  37. tfidf__smooth_idf: true
  38. tfidf__stop_words: null
  39. tfidf__strip_accents: null
  40. tfidf__sublinear_tf: false
  41. tfidf__token_pattern: (?u)\b\w\w+\b
  42. tfidf__tokenizer: null
  43. tfidf__use_idf: true
  44. tfidf__vocabulary: null
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