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params.yaml 1008 B

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  1. classifier: random_forest
  2. drop_cols:
  3. - Name
  4. - Cabin
  5. - Ticket
  6. dtypes:
  7. Age: float
  8. Embarked: category
  9. Fare: float
  10. Parch: int
  11. Pclass: category
  12. Sex: category
  13. SibSp: int
  14. Survived: category
  15. feature_eng:
  16. featurize: true
  17. imputation:
  18. Age: 29.6991
  19. Fare: 32.2042
  20. method: mean
  21. model_params:
  22. logistic_regression: null
  23. naive_bayes: null
  24. neural_network: null
  25. random_forest:
  26. criterion: gini
  27. max_depth: 15
  28. max_features: auto
  29. min_samples_leaf: 6
  30. min_samples_split: 9
  31. n_estimators: 460
  32. support_vector_machine: null
  33. xgboost: null
  34. normalize: null
  35. param_tuning:
  36. logistic_regression: null
  37. naive_bayes: null
  38. neural_network: null
  39. num_eval: 100
  40. random_forest:
  41. criterion: gini
  42. max_depth: 15
  43. max_features: auto
  44. min_samples_leaf: 6
  45. min_samples_split: 9
  46. n_estimators: 460
  47. scoring: accuracy
  48. support_vector_machine: null
  49. predict:
  50. js_estimator: true
  51. random_seed: 12345
  52. train_test_split:
  53. n_split: 10
  54. shuffle: true
  55. target_class: Survived
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