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dvc.yaml
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dvc.yaml
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stages:
load_data:
cmd: python src/load_data.py --config=params.yaml
deps:
- src/get_data.py
- src/load_data.py
- data_given/insurance.csv
outs:
- data/raw/dataset.csv
split_data:
cmd: python src/split_data.py --config=params.yaml
deps:
- src/split_data.py
- data/raw/dataset.csv
outs:
- data/processed/train_dataset.csv
- data/processed/test_dataset.csv
train_and_evaluate:
cmd: python src/train_and_evaluate.py --config=params.yaml
deps:
- data/processed/test_dataset.csv
- data/processed/train_dataset.csv
- src/train_and_evaluate.py
params:
- estimators.RandomForestRegressor.params.n_estimators
- estimators.RandomForestRegressor.params.criterion
- estimators.RandomForestRegressor.params.max_depth
- estimators.RandomForestRegressor.params.min_samples_split
metrics:
- reports/scores.json:
cache: false
- reports/params.json:
cache: false
outs:
- models/model.joblib