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OceanManDiani
/
Machine-learning-project-for-wine-quality
connected to https://github.com/CosmicQuant/Machine-learning-project-for-wine-quality.git

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config.yaml 978 B
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  1. artifacts_root: artifacts
    2. 

  2. 

  3. 

  4. data_ingestion:
    5. 

  5.   root_dir: artifacts/data_ingestion
    6. 

  6.   source_URL: https://github.com/entbappy/Branching-tutorial/raw/master/winequality-data.zip
    7. 

  7.   local_data_file: artifacts/data_ingestion/data.zip
    8. 

  8.   unzip_dir: artifacts/data_ingestion
    9. 

  9. 

  10. data_validation:
    11. 

  11.   root_dir: artifacts/data_validation
    12. 

  12.   unzip_data_dir: artifacts/data_ingestion/winequality-red.csv
    13. 

  13.   STATUS_FILE: artifacts/data_validation/status.txt
    14. 

  14. 

  15. data_transformation:
    16. 

  16.   root_dir: artifacts/data_transformation
    17. 

  17.   data_path: artifacts/data_ingestion/winequality-red.csv
    18. 

  18. 

  19. model_trainer:
    20. 

  20.   root_dir: artifacts/model_trainer
    21. 

  21.   train_data_path: artifacts/data_transformation/train.csv
    22. 

  22.   test_data_path: artifacts/data_transformation/test.csv
    23. 

  23.   model_name: model.joblib
    24. 

  24. 

  25. model_evaluation:
    26. 

  26.   root_dir: artifacts/model_evaluation
    27. 

  27.   test_data_path: artifacts/data_transformation/test.csv
    28. 

  28.   model_path: artifacts/model_trainer/model.joblib
    29. 

  29.   metric_file_name: artifacts/model_evaluation/metrics.json
    30.
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