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params.yml 1.0 KB

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  1. model__bootstrap: true
  2. model__ccp_alpha: 0.0
  3. model__class_weight: balanced
  4. model__criterion: gini
  5. model__max_depth: 50
  6. model__max_features: auto
  7. model__max_leaf_nodes: null
  8. model__max_samples: null
  9. model__min_impurity_decrease: 0.0
  10. model__min_impurity_split: null
  11. model__min_samples_leaf: 1
  12. model__min_samples_split: 2
  13. model__min_weight_fraction_leaf: 0.0
  14. model__n_estimators: 100
  15. model__n_jobs: null
  16. model__oob_score: false
  17. model__random_state: 42
  18. model__verbose: 0
  19. model__warm_start: false
  20. model_class: RandomForestClassifier
  21. tfidf__analyzer: word
  22. tfidf__binary: false
  23. tfidf__decode_error: strict
  24. tfidf__dtype: <class 'numpy.float64'>
  25. tfidf__encoding: utf-8
  26. tfidf__input: content
  27. tfidf__lowercase: true
  28. tfidf__max_df: 1.0
  29. tfidf__max_features: 25000
  30. tfidf__min_df: 1
  31. tfidf__ngram_range: (1, 2)
  32. tfidf__norm: l2
  33. tfidf__preprocessor: null
  34. tfidf__smooth_idf: true
  35. tfidf__stop_words: null
  36. tfidf__strip_accents: null
  37. tfidf__sublinear_tf: false
  38. tfidf__token_pattern: (?u)\b\w\w+\b
  39. tfidf__tokenizer: null
  40. tfidf__use_idf: true
  41. tfidf__vocabulary: null
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