| { |
| "data": { |
| "array_sha256": { |
| "test_features.npz": "2e9f9e6f86e8a2af18fa8713aed2ec18ae0eda2773301d34bc3be560a2c885f5", |
| "test_labels.npz": "662752bb4c633aeb9133aa06a0e9d5d2cb3180265a3bd8a19f7e7aedb27b898c", |
| "train.npz": "a22d9070e4b28ecee5310a5898ff126fcee3dd062e4f8fc3d2cab18e3c034ab0" |
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| "source_files": 132, |
| "test_beats": 49692, |
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| "environment": { |
| "numpy": "1.26.4", |
| "pandas": "2.2.3", |
| "scikit_learn": "1.4.2", |
| "scipy": "1.12.0", |
| "wfdb": "4.1.2" |
| }, |
| "experiment": "starter baseline trained on all DS1 beats and evaluated once on hidden DS2 labels", |
| "qualification_boundary": "One real baseline run proves executability and score headroom, not 12-hour frontier-agent difficulty or official EdgeBench acceptance.", |
| "result": { |
| "details": [ |
| { |
| "message": "shape, dtype and class range valid", |
| "name": "submission_contract", |
| "status": "PASSED" |
| }, |
| { |
| "message": "predicted 4 classes", |
| "name": "prediction_diversity", |
| "status": "PASSED" |
| }, |
| { |
| "message": "7.78s <= 600s", |
| "name": "runtime", |
| "status": "PASSED" |
| } |
| ], |
| "metrics": { |
| "accuracy_all_beats": 0.669243, |
| "confusion_nsvf_rows": [ |
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| "f1_F": 0.077468, |
| "f1_N": 0.795975, |
| "f1_S": 0.130196, |
| "f1_V": 0.515224, |
| "lower_quartile_record_accuracy": 0.370256, |
| "macro_f1_nsvf": 0.379716, |
| "mean_record_macro_f1": 0.332901, |
| "minority_macro_f1_svf": 0.240963, |
| "minority_recall_gmean": 0.500682, |
| "predicted_classes": 4, |
| "recall_F": 0.902062, |
| "recall_N": 0.680267, |
| "recall_S": 0.180729, |
| "recall_V": 0.769876, |
| "runtime_seconds": 7.776 |
| }, |
| "pass_rate": 1.0, |
| "score": 37.1004, |
| "summary": "score=37.1004; macro-F1=0.3797; minority-F1=0.2410", |
| "valid": true |
| }, |
| "status": "PASS" |
| } |
|
|
