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params.yaml 584 B

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  1. base:
  2. project: winequality-project
  3. random_state: 42
  4. target_col: TARGET
  5. data_source:
  6. s3_source: data_given/winequality.csv
  7. load_data:
  8. raw_dataset_csv: data/raw/winequality.csv
  9. split_data:
  10. train_path: data/processed/train_winequality.csv
  11. test_path: data/processed/test_winequality.csv
  12. test_size: 0.2
  13. estimators:
  14. ElasticNet:
  15. params:
  16. # alpha: 0.88
  17. # l1_ratio: 0.89
  18. alpha: 0.9
  19. l1_ratio: 0.4
  20. model_dir: saved_models
  21. reports:
  22. params: report/params.json
  23. scores: report/scores.json
  24. webapp_model_dir: prediction_service/model/model.joblib
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