anibhush
/
churnmodeliisc
connected to https://github.com/anibhush/churnmodeliisc.git


  
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            schema: '2.0'
stages:
  raw_dataset_creation:
    cmd: python src/data/load_data.py --config=params.yaml
    deps:
    - path: data/external/train.csv
      md5: dc73c86273dfc5c9170a94003ffeaa08
      size: 27387
    - path: src/data/load_data.py
      md5: 32c4517706af86c21578f030b2f03613
      size: 1393
    outs:
    - path: data/raw/train.csv
      md5: dc73c86273dfc5c9170a94003ffeaa08
      size: 27387
  split_data:
    cmd: python src/data/split_data.py --config=params.yaml
    deps:
    - path: data/raw/train.csv
      md5: dc73c86273dfc5c9170a94003ffeaa08
      size: 27387
    - path: src/data/split_data.py
      md5: 6272739641eacd8fa225246daf2ba328
      size: 1460
    outs:
    - path: data/processed/churn_test.csv
      md5: 873c63af4c59b6fdf7be02d13b29b00a
      size: 5582
    - path: data/processed/churn_train.csv
      md5: 278b1421634d9fe6d325ce1cbfcae83c
      size: 21933
  model_train:
    cmd: python src/models/train_model.py --config=params.yaml
    deps:
    - path: data/processed/churn_test.csv
      md5: 873c63af4c59b6fdf7be02d13b29b00a
      size: 5582
    - path: data/processed/churn_train.csv
      md5: 278b1421634d9fe6d325ce1cbfcae83c
      size: 21933
    - path: src/models/train_model.py
      md5: e48c50582484f9e8c8b6e705787a95e4
      size: 3780
    params:
      params.yaml:
        random_forest.max_depth: 10
        random_forest.n_estimators: 30