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dvc.lock
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schema: '2.0'
stages:
evaluate:
cmd: python src/models/evaluate.py predictions/val_predict.pkl data/interim/val_target.pkl
metrics/evaluation.json
deps:
- path: data/interim/val_target.pkl
md5: 168e50a9e5b9f909c104415ad545f506
size: 5078
- path: predictions/val_predict.pkl
md5: 74e00b137041f276c998614062c7951b
size: 1107
- path: src/models/evaluate.py
md5: 87e158d912b5a4cd2639323409b55341
size: 1299
outs:
- path: metrics/evaluation.json
md5: ed3dc82ee11a5a687f90043c012604c5
size: 41
preprocess_test_data:
cmd: python src/data/make_dataset.py data/raw/test.csv --output_data_filepath
data/interim/test.pkl
deps:
- path: data/raw/test.csv
md5: f4088e849b8f561eb3e9055a4251567a
size: 248941
- path: src/data/make_dataset.py
md5: f0a30cc65b62d70ee55062a278cfe435
size: 2472
- path: src/data/preprocess.py
md5: e553d6d81c86271f43724a0cc882eed6
size: 1329
outs:
- path: data/interim/test.pkl
md5: d921a686f406ed24e2e5abc1ca0c46f9
size: 43138
test_feature_generation:
cmd: python src/features/build_features.py data/interim/test.pkl data/processed/test.pkl
deps:
- path: data/interim/test.pkl
md5: d921a686f406ed24e2e5abc1ca0c46f9
size: 43138
- path: src/features/build_features.py
md5: b6ac28f9404e0b8ec3c53938db714142
size: 1205
- path: src/features/features.py
md5: e7346b30cf4c3b231e9aa7da1ef201c8
size: 101
outs:
- path: data/processed/test.pkl
md5: d921a686f406ed24e2e5abc1ca0c46f9
size: 43138
preprocess_train_data:
cmd: python src/data/make_dataset.py data/raw/train.csv --output_train_data_filepath
data/interim/train_data.pkl --output_train_target_filepath data/interim/train_target.pkl
--output_val_data_filepath data/interim/val_data.pkl --output_val_target_filepath
data/interim/val_target.pkl
deps:
- path: data/raw/train.csv
md5: 3fe5dc9c07027b120ea0ff061018594d
size: 399312
- path: src/data/make_dataset.py
md5: f0a30cc65b62d70ee55062a278cfe435
size: 2472
- path: src/data/preprocess.py
md5: e553d6d81c86271f43724a0cc882eed6
size: 1329
outs:
- path: data/interim/train_data.pkl
md5: 28406b6ff16695fc302f94cb6420b799
size: 50353
- path: data/interim/train_target.pkl
md5: 78548e210d4fb897514f334859ba6391
size: 17117
- path: data/interim/val_data.pkl
md5: e9f2d838095e8918b340cb17b9cc366e
size: 17677
- path: data/interim/val_target.pkl
md5: 168e50a9e5b9f909c104415ad545f506
size: 5078
train_feature_generation:
cmd: python src/features/build_features.py data/interim/train_data.pkl data/processed/train_data.pkl;
python src/features/build_features.py data/interim/val_data.pkl data/processed/val_data.pkl
deps:
- path: data/interim/train_data.pkl
md5: 28406b6ff16695fc302f94cb6420b799
size: 50353
- path: data/interim/val_data.pkl
md5: e9f2d838095e8918b340cb17b9cc366e
size: 17677
- path: src/features/build_features.py
md5: b6ac28f9404e0b8ec3c53938db714142
size: 1205
- path: src/features/features.py
md5: e7346b30cf4c3b231e9aa7da1ef201c8
size: 101
outs:
- path: data/processed/train_data.pkl
md5: 28406b6ff16695fc302f94cb6420b799
size: 50353
- path: data/processed/val_data.pkl
md5: e9f2d838095e8918b340cb17b9cc366e
size: 17677
train_sklearn_model:
cmd: python src/models/train_model.py data/processed/train_data.pkl data/interim/train_target.pkl
models/sklearn_model.pkl
deps:
- path: data/interim/train_target.pkl
md5: 78548e210d4fb897514f334859ba6391
size: 17117
- path: data/processed/train_data.pkl
md5: 28406b6ff16695fc302f94cb6420b799
size: 50353
- path: src/models/predict_model.py
md5: 37836dfeefa8b07868a101f0b8e5e1fa
size: 1300
- path: src/models/sklearn_model.py
md5: 6a8d569b20539d7d061679c6144ff144
size: 1003
outs:
- path: models/sklearn_model.pkl
md5: da0fea67f5c4387b76c51c00e9857d90
size: 103783
predict_val_sklearn_model:
cmd: python src/models/predict_model.py data/processed/val_data.pkl models/sklearn_model.pkl
predictions/val_predict.pkl
deps:
- path: data/processed/val_data.pkl
md5: e9f2d838095e8918b340cb17b9cc366e
size: 17677
- path: models/sklearn_model.pkl
md5: da0fea67f5c4387b76c51c00e9857d90
size: 103783
- path: src/models/predict_model.py
md5: 37836dfeefa8b07868a101f0b8e5e1fa
size: 1300
outs:
- path: predictions/val_predict.pkl
md5: 74e00b137041f276c998614062c7951b
size: 1107
predict_test_sklearn_model:
cmd: python src/models/predict_model.py data/processed/test.pkl models/sklearn_model.pkl
predictions/test_predict.pkl
deps:
- path: data/processed/test.pkl
md5: d921a686f406ed24e2e5abc1ca0c46f9
size: 43138
- path: models/sklearn_model.pkl
md5: da0fea67f5c4387b76c51c00e9857d90
size: 103783
- path: src/models/predict_model.py
md5: 37836dfeefa8b07868a101f0b8e5e1fa
size: 1300
outs:
- path: predictions/test_predict.pkl
md5: 0404d90dfa93b9ff63d02eb438bb3667
size: 3343