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config.yaml 928 B

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  1. artifacts_root: artifacts
  2. data_ingestion:
  3. root_dir: artifacts/data_ingestion
  4. db_host: "localhost"
  5. db_user: "root"
  6. db_password: "mysqlpassword"
  7. db_name: "emp"
  8. query: "SELECT * FROM honeyproduction;"
  9. data_validation:
  10. root_dir: artifacts/data_validation
  11. unzip_data_dir: artifacts/data_ingestion/output_data.csv
  12. STATUS_FILE: artifacts/data_validation/status.txt
  13. data_transformation:
  14. root_dir: artifacts/data_transformation
  15. data_path: artifacts/data_ingestion/output_data.csv
  16. model_trainer:
  17. root_dir: artifacts/model_trainer
  18. train_data_path: artifacts/data_transformation/train.csv
  19. test_data_path: artifacts/data_transformation/test.csv
  20. model_name: model.joblib
  21. model_evaluation:
  22. root_dir: artifacts/model_evaluation
  23. test_data_path: artifacts/data_transformation/test.csv
  24. model_path: artifacts/model_trainer/model.joblib
  25. metric_file_name: artifacts/model_evaluation/metrics.json
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