Dean
/
DHEERAJKU
mirror of https://github.com/dk6304273089/DHEERAJKU.git


  
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            schema: '2.0'
stages:
  load_data:
    cmd: python src/load_data.py --config=params.yaml
    deps:
    - path: data_given/winequality.csv
      md5: ccc8d3507eb151f53f760d36abdef888
      size: 91998
    - path: src/get_data.py
      md5: 0aa3a8702378c683e43836e4e50b1ad6
      size: 633
    - path: src/load_data.py
      md5: 1c09699153ff1d2ca657d4b1a7d6925f
      size: 581
    outs:
    - path: data/raw/winequality.csv
      md5: dcb9f7736a81b73cf4cf803b5ef3f07e
      size: 102550
  split_data:
    cmd: python src/split_data.py --config=params.yaml
    deps:
    - path: data/raw/winequality.csv
      md5: dcb9f7736a81b73cf4cf803b5ef3f07e
      size: 102550
    - path: src/split_data.py
      md5: b8648aacfd5e8399ef5954ed9193389d
      size: 1037
    outs:
    - path: data/processed/test_winequality.csv
      md5: 5787b15b8bb42aa53b817010d433f041
      size: 19422
    - path: data/processed/train_winequality.csv
      md5: e320178d92172ce1a1cbcbe92e6bdfa1
      size: 77345
  train_and_evaluate:
    cmd: python src/train_and_evaluate.py --config=params.yaml
    deps:
    - path: data/processed/test_winequality.csv
      md5: 5787b15b8bb42aa53b817010d433f041
      size: 19422
    - path: data/processed/train_winequality.csv
      md5: e320178d92172ce1a1cbcbe92e6bdfa1
      size: 77345
    - path: src/train_and_evaluate.py
      md5: c2d3a0389ff685c2ef962d39b10f4e9e
      size: 2605
    params:
      params.yaml:
        estimators.ElasticNet.params.alpha: 0.9
        estimators.ElasticNet.params.l1_ratio: 0.4
    outs:
    - path: report/params.json
      md5: a4aab0167612f21a6085dd05cfafdbf6
      size: 44
    - path: report/scores.json
      md5: 86524820870673b16aeaa90890571e40
      size: 101
    - path: saved_models/model.joblib
      md5: 6c3d7d387863aa6a3bfd598c20996851
      size: 818