dvc.lock

schema: '2.0'
stages:
  create_dataset:
    cmd: python create_dataset.py
    deps:
    - path: create_dataset.py
      hash: md5
      md5: f7b0662cf43fbb438bd46f006148c99f
      size: 877
    outs:
    - path: data/dataset_parameters.yaml
      hash: md5
      md5: 56fa17dc447c13e1313cab41529e0516
      size: 32
    - path: data/test.csv
      hash: md5
      md5: 3c11d588eec804bb8b771b340d9f098e
      size: 2650
    - path: data/train.csv
      hash: md5
      md5: c00e08a8956daf14065b4dbe6687f6c6
      size: 9966
  train_model:
    cmd: python train_model.py
    deps:
    - path: data/train.csv
      hash: md5
      md5: c00e08a8956daf14065b4dbe6687f6c6
      size: 9966
    - path: train_model.py
      hash: md5
      md5: f1eaea9984181151cde48fa56d580cc3
      size: 1114
    outs:
    - path: models/SVC/model
      hash: md5
      md5: 511459f2330642b057ed18e05d547a12
      size: 15671
    - path: models/SVC/model_parameters.yaml
      hash: md5
      md5: b3732d15043f95d4795c8a303c92d483
      size: 67
  eval_model:
    cmd: python eval_model.py
    deps:
    - path: data/test.csv
      hash: md5
      md5: 3c11d588eec804bb8b771b340d9f098e
      size: 2650
    - path: eval_model.py
      hash: md5
      md5: 7a715a728e06b5b679b9ab1d8e43970e
      size: 2811
    - path: models/SVC/model
      hash: md5
      md5: 511459f2330642b057ed18e05d547a12
      size: 15671
    outs:
    - path: models/SVC/confusion_matrix.png
      hash: md5
      md5: b6ac777c4e12eee66f76d6346b568bba
      size: 13721
    - path: models/SVC/feature_importances.png
      hash: md5
      md5: 7ee44e039fa0c8ed265b7eddae7d4be6
      size: 37778
    - path: models/SVC/metrics.yaml
      hash: md5
      md5: 31258a6fbd7df28ec3712aa4d145f2be
      size: 128