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experiments/demo/demo_exp_001/config.yaml ADDED
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+ experiment_id: demo_exp_001
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+ seed: 42
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+
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+ cv:
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+ n_folds: 3
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+ shuffle: true
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+ stratified: true
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+
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+ target:
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+ column: target
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+
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+ model:
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+ type: logistic_regression
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+ params:
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+ max_iter: 200
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+
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+ metric:
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+ name: accuracy
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+
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+ artifacts:
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+ push_to_hf: true
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+ hf_repo_id: St3nc1l/kaggle-demo-artifacts
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+ path_in_repo_prefix: experiments/demo
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+ repo_type: dataset
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+
experiments/demo/demo_exp_001/folds/fold_0/metrics.json ADDED
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+ {
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+ "fold": 0,
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+ "metric_name": "accuracy",
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+ "score": 0.968421052631579
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+ }
experiments/demo/demo_exp_001/folds/fold_1/metrics.json ADDED
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+ {
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+ "fold": 1,
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+ "metric_name": "accuracy",
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+ "score": 0.968421052631579
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+ }
experiments/demo/demo_exp_001/folds/fold_2/metrics.json ADDED
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+ {
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+ "fold": 2,
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+ "metric_name": "accuracy",
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+ "score": 0.9894179894179894
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+ }
experiments/demo/demo_exp_001/summary.json ADDED
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+ {
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+ "experiment_id": "demo_exp_001",
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+ "competition": "demo",
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+ "metric_name": "accuracy",
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+ "fold_scores": [
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+ 0.968421052631579,
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+ 0.968421052631579,
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+ 0.9894179894179894
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+ ],
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+ "mean_score": 0.9754200315603825,
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+ "std_score": 0.009898050923877407,
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+ "n_folds": 3
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+ }