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dvc1.yaml 850 B

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  1. stages:
  2. feature:
  3. cmd: python src/models/Cat-Boost/featurize_adv.py data/data data/feature
  4. deps:
  5. - src/models/Cat-Boost/featurize.py
  6. - data/data
  7. params:
  8. - featurize.fs_select
  9. outs:
  10. - data/feature:
  11. persist: true
  12. train:
  13. cmd: python src/models/Cat-Boost/train.py data/feature/cba_train.csv
  14. deps:
  15. - data/feature/cb_train.csv
  16. params:
  17. - train.train_size
  18. - train.f1-type
  19. - train.loss_function
  20. - train.device
  21. - train.n_iter
  22. - train.seed
  23. outs:
  24. - parameters.json:
  25. persist: true
  26. evaluation:
  27. cmd: python src/models/Cat-Boost/evaluate.py data/feature data/model/cat-cl.pkl
  28. deps:
  29. - data/feature
  30. - src/models/Cat-Boost/parameters.json
  31. outs:
  32. - data/model/cat-cl.pkl:
  33. persist: true
  34. metrics:
  35. - score.json:
  36. cache: true
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