Disaster-Tweets-CLF-Service/dvc.lock at main · as1mple/Disaster-Tweets-CLF-Service · GitHub

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schema: '2.0'
stages:
  split:
    cmd: python3 src/split.py
    deps:
    - path: requirements.txt
      md5: 1f60dd42db13607054b97dfb6f6756ac
      size: 122
    - path: resources/train.csv
      md5: f147942c91d00d754503775341d13682
      size: 987712
    - path: src/split.py
      md5: 651034bed20aa4c933dd372dfbb1347b
      size: 568
    params:
      params.yaml:
        split:
          seed: 1
          test_size: 0.2
          shuffle: true
    outs:
    - path: resources/test_data.csv
      md5: 0e9773795889ab90473a9963c8bf5edd
      size: 198358
    - path: resources/train_data.csv
      md5: be30ba4afb8f8bb7ce91390e65bbfead
      size: 789386
  train:
    cmd: python3 src/train.py
    deps:
    - path: requirements_repro.txt
      md5: 3e3219a71f9a580f95a3b0ba8bdd7cad
      size: 283
    - path: resources/train_data.csv
      md5: be30ba4afb8f8bb7ce91390e65bbfead
      size: 789386
    - path: src/train.py
      md5: bf4ce87015d7fa53cd73c2bff2796b24
      size: 1027
    params:
      params.yaml:
        train:
          penalty: elasticnet
          solver: saga
          l1_ratio: 0.2
          C: 1
          random_state: 42
    outs:
    - path: resources/model.pkl
      md5: c8ef6618d3ca44bde85279498488a04a
      size: 1002463
  eval:
    cmd: python3 src/eval.py
    deps:
    - path: requirements.txt
      md5: 1f60dd42db13607054b97dfb6f6756ac
      size: 122
    - path: resources/model.pkl
      md5: c8ef6618d3ca44bde85279498488a04a
      size: 1002463
    - path: resources/test_data.csv
      md5: 0e9773795889ab90473a9963c8bf5edd
      size: 198358
    - path: src/eval.py
      md5: df13a49fb1d702313576e76117d941dd
      size: 684
    params:
      params.yaml:
        eval:
          seed: 1
    outs:
    - path: metrics.json
      md5: 58d1dfc4e10f34cc3c3eb946970340c2
      size: 61