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experiments/demo/demo_exp_001/config.yaml
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experiment_id: demo_exp_001
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seed: 42
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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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target:
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column: target
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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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metric:
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name: accuracy
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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
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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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}
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experiments/demo/demo_exp_001/folds/fold_1/metrics.json
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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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}
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experiments/demo/demo_exp_001/folds/fold_2/metrics.json
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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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}
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experiments/demo/demo_exp_001/summary.json
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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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}
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