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Upload config.yaml

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  1. config/config.yaml +26 -0
config/config.yaml ADDED
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+ data:
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+ customers_path: data/raw/customers.csv
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+ loans_path: data/raw/loans.csv
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+ bureau_path: data/raw/bureau_data.csv
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+ processed_path: data/processed/processed.csv
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+ target: default
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+
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+ training:
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+ test_size: 0.25
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+ random_state: 42
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+
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+ model:
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+ params:
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+ penalty: "l2"
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+ C: 1.0
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+ solver: "liblinear"
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+ max_iter: 1000
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+ n_jobs: 1
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+
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+
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+ artifacts:
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+ model_dir: models/
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+ metrics_path: models/metrics.json
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+
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+ drift:
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+ report_path: models/data_drift_report.html