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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/dataset.csv
md5: b72468262deeea47c61a0bec65cc31b8
size: 252034
- path: src/get_data.py
md5: 337a98592c054d098385adc52687cd1e
size: 814
- path: src/load_data.py
md5: 2817711124fc2b6c89e42edc7da6c514
size: 638
outs:
- path: data/raw/dataset.csv
md5: b72468262deeea47c61a0bec65cc31b8
size: 252034
split_data:
cmd: python src/split_data.py --config=params.yaml
deps:
- path: data/raw/dataset.csv
md5: b72468262deeea47c61a0bec65cc31b8
size: 252034
- path: src/split_data.py
md5: 4f0010dd9de20bb327893aa27c43d706
size: 1121
outs:
- path: data/processed/test_dataset.csv
md5: 15b261c8220c76b50b471005f91825f2
size: 50565
- path: data/processed/train_dataset.csv
md5: 24bfc0279cf545d9bb537fb94ee57e95
size: 201659
train_and_evaluate:
cmd: python src/train_and_evaluate.py --config=params.yaml
deps:
- path: data/processed/test_dataset.csv
md5: 15b261c8220c76b50b471005f91825f2
size: 50565
- path: data/processed/train_dataset.csv
md5: 24bfc0279cf545d9bb537fb94ee57e95
size: 201659
- path: src/train_and_evaluate.py
md5: 20cc175696e889cbd3edfcc227aecfee
size: 2383
params:
params.yaml:
estimators.RandomForestClassifier.params.criterion: entropy
estimators.RandomForestClassifier.params.n_estimators: 200
outs:
- path: models/model.joblib
md5: 278ad579a27955eae4674e1010f51970
size: 777075
- path: reports/params.json
md5: cc8b8d23bdec1ef1d17f709b4729befe
size: 58
- path: reports/scores.json
md5: 432970aa7813af093f89d1cca96ac309
size: 80