dvc.lock

schema: '2.0'
stages:
  data:
    cmd: make data
    deps:
    - path: src/data/make_dataset.py
      md5: 16a344863da4bc5797f0b9e217cb69ff
      size: 1341
    outs:
    - path: data/raw
      md5: 87bb5025b342dce499fe38b06aba7132.dir
      size: 89823
      nfiles: 2
  featurize:
    cmd: make features
    deps:
    - path: data/raw/test.csv
      md5: 029c9cd22461f6dbe8d9ab01def965c6
      size: 28629
    - path: data/raw/train.csv
      md5: 61fdd54abdbf6a85b778e937122e1194
      size: 61194
    - path: src/features/build_features.py
      md5: 25b67c52a0247013634d034af41c0ecb
      size: 6291
    params:
      params.yaml:
        dataset.target: Survived
        prepare.random_state: 3141592
        prepare.test_size: 0.3
    outs:
    - path: data/processed
      md5: 2c16883eaca0d1f813ed14e06a50df8e.dir
      size: 1093270
      nfiles: 2
    - path: models/features.joblib
      md5: d5f820f76e8a4a6df88f61e68116ba1d
      size: 8218
  train:
    cmd: make train
    deps:
    - path: data/processed/train.joblib
      md5: 469bb784a9e8f6b074b64039b62b154e
      size: 763895
    - path: src/models/train_model.py
      md5: eeb90e8e1526090efce0e7ecb8b74d9a
      size: 2672
    params:
      params.yaml:
        dataset.target: Survived
        train.clf: RandomForestClassifier
        train.clf_params:
          random_state: 2077
          n_estimators: 20
          min_samples_split: 2
          max_depth: 5
          n_jobs: -1
    outs:
    - path: models/model.joblib
      md5: 995b1c19a471c829df692920f73f3a60
      size: 59175
  evaluate:
    cmd: make evaluation
    deps:
    - path: data/processed/test.joblib
      md5: d229f37704e3deefc0adf554f07a9f3b
      size: 329375
    - path: models/model.joblib
      md5: 995b1c19a471c829df692920f73f3a60
      size: 59175
    - path: src/models/evaluate_model.py
      md5: 29f4f0c0048fa099bf9ef1c49269cd47
      size: 4466
    params:
      params.yaml:
        dataset.target: Survived
    outs:
    - path: reports/cfm.json
      md5: fc88bc6116c7bf0235a0a8d0caacdb9e
      size: 19585
    - path: reports/prc.json
      md5: dd94517f08d7af31dbc2dd00e875613f
      size: 19561
    - path: reports/roc.json
      md5: 96024ebba8b8cf3e053be443499f736d
      size: 10418
    - path: reports/scores.json
      md5: 10991bbf041c58c14c9b36bf9d113fbb
      size: 231