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71 lines (71 loc) Β· 1.7 KB
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schema: '2.0'
stages:
preprocess:
cmd: python src/preprocess.py
deps:
- path: data/raw/diabetes.csv
hash: md5
md5: f2906818eda8fcfc8f8416557ab1e6df
size: 23873
- path: src/preprocess.py
hash: md5
md5: 7cbd42bdf80d8c066ba916d6a4bd6312
size: 788
params:
params.yaml:
preprocess.input: data/raw/diabetes.csv
preprocess.output: data/processed/diabetes.csv
outs:
- path: data/processed/diabetes.csv
hash: md5
md5: 1c644ff1dd47bea0375d260747f2e40a
size: 23106
train:
cmd: python src/train.py
deps:
- path: data/raw/diabetes.csv
hash: md5
md5: f2906818eda8fcfc8f8416557ab1e6df
size: 23873
- path: src/train.py
hash: md5
md5: d4dea4a8c1b124f29739180ef544f460
size: 4187
params:
params.yaml:
train.data: data/processed/diabetes.csv
train.max_depth:
- 5
- 10
- None
train.min_samples_leaf:
- 1
- 2
train.min_samples_split:
- 2
- 5
train.model: models/diabetes_model.pkl
train.n_estimators:
- 100
- 200
train.random_state: 42
outs:
- path: models/diabetes_model.pkl
hash: md5
md5: 0b623fd52b625913d5e179a901afc1f6
size: 1441495
evaluate:
cmd: python src/evaluate.py
deps:
- path: data/processed/diabetes.csv
hash: md5
md5: 1c644ff1dd47bea0375d260747f2e40a
size: 23106
- path: models/diabetes_model.pkl
hash: md5
md5: 0b623fd52b625913d5e179a901afc1f6
size: 1441495
- path: src/evaluate.py
hash: md5
md5: 381b14b7a62a46dcb068343819b4cec1
size: 1190