dvc.lock

schema: '2.0'
stages:
  prepare:
    cmd: python3 src/data/prepare.py -path_train=data/raw/titanic.csv
    deps:
    - path: data/raw/titanic.csv
      hash: md5
      md5: 61fdd54abdbf6a85b778e937122e1194
      size: 60302
    - path: src/data/prepare.py
      hash: md5
      md5: 9739eba9cd6d7845b237f1d3188dbdb1
      size: 2847
    outs:
    - path: data/processed/x_test.csv
      hash: md5
      md5: 3c98bff0746afbd4c1860d70b4155660
      size: 16101
    - path: data/processed/x_train.csv
      hash: md5
      md5: 355fdaaab09e23ccd736fc1f9e314f5f
      size: 47918
    - path: data/processed/y_test.csv
      hash: md5
      md5: c4190fd382dd261fa736bc8786c99955
      size: 679
    - path: data/processed/y_train.csv
      hash: md5
      md5: 691df35c62b83ef0c3254ca05fdee7f5
      size: 2014
  train:
    cmd: python3 src/models/train.py -x_train=data/processed/x_train.csv -y_train=data/processed/y_train.csv
      -path_pkl=models/model.pkl
    deps:
    - path: data/processed/x_train.csv
      hash: md5
      md5: 355fdaaab09e23ccd736fc1f9e314f5f
      size: 47918
    - path: data/processed/y_train.csv
      hash: md5
      md5: 691df35c62b83ef0c3254ca05fdee7f5
      size: 2014
    - path: src/models/train.py
      hash: md5
      md5: d6531c556793c00548d1bf572b5c9df2
      size: 1970
    params:
      params.yaml:
        train_logistic.penalty: l2
        train_logistic.random_state: 42
        train_logistic.solver: lbfgs
    outs:
    - path: models/model.pkl
      hash: md5
      md5: 60a42fe290bd9d574b4355d15771a11a
      size: 990
  evaluate:
    cmd: python3 src/models/evaluate.py -x_test=data/processed/x_test.csv -y_test=data/processed/y_test.csv
      -path_pkl=models/model.pkl -scores=reports/scores.json -plot=reports/plot.json
    deps:
    - path: data/processed/x_test.csv
      hash: md5
      md5: 3c98bff0746afbd4c1860d70b4155660
      size: 16101
    - path: data/processed/y_test.csv
      hash: md5
      md5: c4190fd382dd261fa736bc8786c99955
      size: 679
    - path: models/model.pkl
      hash: md5
      md5: 60a42fe290bd9d574b4355d15771a11a
      size: 990
    - path: src/models/evaluate.py
      hash: md5
      md5: 8f628b58730633a1fe18788223fa40e8
      size: 2611
    outs:
    - path: reports/plot.json
      hash: md5
      md5: 7364839af77dbaa8f8a9f58c719ac845
      size: 5873
    - path: reports/scores.json
      hash: md5
      md5: 899091fa118503d989ca3d693296e6a4
      size: 84