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dvc.lock
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dvc.lock
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schema: '2.0'
stages:
prepare:
cmd: python src/prepare.py data/data.xml
deps:
- path: data/data.xml
hash: md5
md5: 22a1a2931c8370d3aeedd7183606fd7f
size: 14445097
- path: src/prepare.py
hash: md5
md5: f54d670ac8a4f63206781fc31d1f2651
size: 2231
params:
params.yaml:
prepare.seed: 20170428
prepare.split: 0.2
outs:
- path: data/prepared
hash: md5
md5: 153aad06d376b6595932470e459ef42a.dir
size: 8437363
nfiles: 2
featurize:
cmd: python src/featurization.py data/prepared data/features
deps:
- path: data/prepared
hash: md5
md5: 153aad06d376b6595932470e459ef42a.dir
size: 8437363
nfiles: 2
- path: src/featurization.py
hash: md5
md5: e22789fc9581cad11ef7a6fa3aa3f17b
size: 4158
params:
params.yaml:
featurize.max_features: 200
featurize.ngrams: 2
outs:
- path: data/features
hash: md5
md5: f35d4cc2c552ac959ae602162b8543f3.dir
size: 2232588
nfiles: 2
train:
cmd: python src/train.py data/features model.pkl
deps:
- path: data/features
hash: md5
md5: f35d4cc2c552ac959ae602162b8543f3.dir
size: 2232588
nfiles: 2
- path: src/train.py
hash: md5
md5: 324001573ed724e5ae092226fcf9ca30
size: 1666
params:
params.yaml:
train.min_split: 0.01
train.n_est: 50
train.seed: 20170428
outs:
- path: model.pkl
hash: md5
md5: d1f6e055f7f5e2827fcfae68d9b64d4c
size: 1958115
evaluate:
cmd: python src/evaluate.py model.pkl data/features
deps:
- path: data/features
hash: md5
md5: f35d4cc2c552ac959ae602162b8543f3.dir
size: 2232588
nfiles: 2
- path: model.pkl
hash: md5
md5: d1f6e055f7f5e2827fcfae68d9b64d4c
size: 1958115
- path: src/evaluate.py
hash: md5
md5: a1a59f55636170fb56e0c6afd3e28fa4
size: 3315
outs:
- path: eval
hash: md5
md5: 80a081570c800c60b9b98ca4b3c91dd7.dir
size: 1292342
nfiles: 8