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params.yml 834 B

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  1. model:
  2. alpha: 0.0001
  3. average: false
  4. class_weight: null
  5. early_stopping: false
  6. epsilon: 0.1
  7. eta0: 0.0
  8. fit_intercept: true
  9. l1_ratio: 0.15
  10. learning_rate: optimal
  11. loss: modified_huber
  12. max_iter: 1000
  13. n_iter_no_change: 5
  14. n_jobs: null
  15. penalty: l2
  16. power_t: 0.5
  17. random_state: 42
  18. shuffle: true
  19. tol: 0.001
  20. validation_fraction: 0.1
  21. verbose: 0
  22. warm_start: false
  23. model_class: SGDClassifier
  24. tfidf:
  25. analyzer: word
  26. binary: false
  27. decode_error: strict
  28. dtype: <class 'numpy.float64'>
  29. encoding: utf-8
  30. input: content
  31. lowercase: true
  32. max_df: 1.0
  33. max_features: 25000
  34. min_df: 1
  35. ngram_range: (1, 1)
  36. norm: l2
  37. preprocessor: null
  38. smooth_idf: true
  39. stop_words: null
  40. strip_accents: null
  41. sublinear_tf: false
  42. token_pattern: (?u)\b\w\w+\b
  43. tokenizer: null
  44. use_idf: true
  45. vocabulary: null
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