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dvc.lock
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schema: '2.0'
stages:
load_data:
cmd: python src/load_data.py --config=params.yaml
deps:
- path: data_given/winequality.csv
md5: ccc8d3507eb151f53f760d36abdef888
size: 91998
- path: src/get_data.py
md5: f2251b080a4b9baf3d81bd2921c2a63b
size: 767
- path: src/load_data.py
md5: 25aa724d51d9e0c2dc51ee1daf3c4b8f
size: 808
outs:
- path: data/raw/winequality.csv
md5: d98e8f2eca228c11c4de1cc96866a54d
size: 91998
split_data:
cmd: python src/split_data.py --config=params.yaml
deps:
- path: data/raw/winequality.csv
md5: d98e8f2eca228c11c4de1cc96866a54d
size: 91998
- path: src/split_data.py
md5: 8a0faa0c08da3761a0d7014cbe15fa58
size: 1194
outs:
- path: data/processed/test_winequality.csv
md5: 01718da3bd6e206060ed00667ca1a389
size: 18510
- path: data/processed/train_winequality.csv
md5: 4bccf4d668cdc60115de42ba74d416ab
size: 73633
train_and_evaluate:
cmd: python src/train_and_evaluate.py --config=params.yaml
deps:
- path: data/processed/test_winequality.csv
md5: 01718da3bd6e206060ed00667ca1a389
size: 18510
- path: data/processed/train_winequality.csv
md5: 4bccf4d668cdc60115de42ba74d416ab
size: 73633
- path: src/train_and_evaluate.py
md5: 0a30a8129b022182b83ba146980f6c06
size: 2616
params:
params.yaml:
estimators.ElasticNet.params.alpha: 0.88
estimators.ElasticNet.params.l1_ratio: 0.89
outs:
- path: report/params.json
md5: 0568f34313ba7c5e55128b75dbcbee5c
size: 43
- path: report/scores.json
md5: ac89e037063ee307b6d23c8ef0583610
size: 96
- path: saved_models/model.joblib
md5: 00ed53db4e790ca27a475af53f04eba1
size: 818