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https://huggingface.co/spaces/sauravsingla08/DeciShift/resolve/main/data.json
- Command line
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hf download hf://spaces/sauravsingla08/DeciShift/data.json
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curl -L -o data.json https://huggingface.co/spaces/sauravsingla08/DeciShift/resolve/main/data.json
7.43 kB
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| "node": "rules", | |
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| ], | |
| "contract": { | |
| "attribution": { | |
| "max_efficiency_mae": 1e-06, | |
| "require_reproducible_identity": true | |
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| "min_size": 20, | |
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| "max_action_shift_rate": 0.08 | |
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| }, | |
| "max_decision_shift_rate": 0.05, | |
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| "max_rate": 0.02 | |
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| } | |
| }, | |
| "contract_evaluation": { | |
| "checks": [ | |
| { | |
| "detail": "", | |
| "limit": 0.05, | |
| "name": "overall decision shift", | |
| "observed": 0.04172461752433936, | |
| "status": "PASS" | |
| }, | |
| { | |
| "detail": "", | |
| "limit": 0.03, | |
| "name": "transition auto_not_8->manual_review rate", | |
| "observed": 0.01808066759388039, | |
| "status": "PASS" | |
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| { | |
| "detail": "", | |
| "limit": 0.02, | |
| "name": "transition manual_review->auto_8 rate", | |
| "observed": 0.011126564673157162, | |
| "status": "PASS" | |
| }, | |
| { | |
| "detail": "", | |
| "limit": "reproducible", | |
| "name": "reproducibility", | |
| "observed": "reproducible", | |
| "status": "PASS" | |
| }, | |
| { | |
| "detail": "", | |
| "limit": 1e-06, | |
| "name": "flow attribution efficiency MAE", | |
| "observed": 0.0, | |
| "status": "PASS" | |
| }, | |
| { | |
| "detail": "", | |
| "limit": 0.1, | |
| "name": "cohort shift rate", | |
| "observed": 0.09411764705882353, | |
| "status": "PASS" | |
| }, | |
| { | |
| "detail": "", | |
| "limit": 0.08, | |
| "name": "actual_digit=6 shift rate", | |
| "observed": 0.09411764705882353, | |
| "status": "FAIL" | |
| }, | |
| { | |
| "detail": "", | |
| "limit": true, | |
| "name": "evidence integrity", | |
| "observed": true, | |
| "status": "PASS" | |
| } | |
| ], | |
| "exit_code": 10, | |
| "note": "A passing Decision Contract means only that the user-declared DeciShift contract passed.", | |
| "result": "BLOCK" | |
| }, | |
| "generated_from_commit": "522c56f9fd357da70f00cdecc014caeedb736002", | |
| "limits_note": "What-if controls in the Space change only the displayed gate interpretation; they do not rerun DeciShift or alter the published benchmark evidence.", | |
| "model_metrics": { | |
| "baseline_accuracy": 0.9026425591098748, | |
| "baseline_roc_auc": 0.9429451904028175, | |
| "candidate_accuracy": 0.9179415855354659, | |
| "candidate_roc_auc": 0.9471824785384109 | |
| }, | |
| "records": 719, | |
| "scenario": "Public Digits / XGBoost", | |
| "source_dataset": { | |
| "evaluation_records": 719, | |
| "name": "scikit-learn Digits classification dataset", | |
| "source": "https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_digits.html", | |
| "split_random_state": 23, | |
| "target_for_example": "digit 8 versus all other digits", | |
| "total_public_samples": 1797 | |
| }, | |
| "title": "DeciShift Decision Change Explorer", | |
| "transitions": [ | |
| { | |
| "count": 13, | |
| "transition": "auto_not_8->manual_review" | |
| }, | |
| { | |
| "count": 8, | |
| "transition": "manual_review->auto_8" | |
| }, | |
| { | |
| "count": 9, | |
| "transition": "manual_review->auto_not_8" | |
| } | |
| ] | |
| } |