Principles
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Combined view — mineable Principles ranked first, claim-board stubs after, all rendered with their tier badge.
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Problem classnonlinear_inverse (203)linear_inverse (199)parameter_estimation (62)linear_inverse_with_categorical_readout (18)statistical_inverse (5)forward (3)parametric_spectral_estimation (3)linear_inverse_count (3)
Noise modelgaussian (316)shot_poisson (82)poisson (28)observation_gaussian (13)poisson_gaussian (13)measurement_gaussian (10)lognormal (9)deterministic (7)
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| Title | ID | Chain | Domain | Tier | δ | L_DAG | Specs | Benchmarks |
|---|---|---|---|---|---|---|---|---|
| RNA-seq Cell-Type Classification (PWDR) | L1-520 | unregistered | Computational Biology | 📋 Stub — not mineable | 5 | 8.3 | 0 | 0 |
| X-ray Diffraction Crystal Space-Group Classification (PWDR) | L1-519 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 6.8 | 0 | 0 |
| PillCam-SPECTRA Bleeding-Region Detection (PWDR) | L1-512 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 6.9 | 0 | 0 |
| Diabetic Retinopathy Grading from Fundus Imaging (PWDR) | L1-513 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 5 | 0 | 0 |
| Chest CT Pneumonia/COVID Severity Classification (PWDR) | L1-514 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 5.7 | 0 | 0 |
| Mammographic Breast Density Classification BI-RADS (PWDR) | L1-515 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 5.8 | 0 | 0 |
| MR Spectroscopy Tumor Grading (PWDR) | L1-516 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 5.9 | 0 | 0 |
| Dermoscopy Skin Lesion Malignancy Classification (PWDR) | L1-517 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 4.9 | 0 | 0 |
| Pneumothorax Detection from Chest X-ray (PWDR) | L1-523 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 4.6 | 0 | 0 |
| Stroke Ischemic Core / Penumbra Classification from CT-Perfusion (PWDR) | L1-524 | unregistered | Medical Imaging | 📋 Stub — not mineable | 5 | 7.3 | 0 | 0 |
| Pulmonary Embolism Detection from CT Pulmonary Angiography (PWDR) | L1-525 | unregistered | Medical Imaging | 📋 Stub — not mineable | 5 | 7 | 0 | 0 |
| Bone Fracture Detection from Radiograph (PWDR) | L1-526 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 4.6 | 0 | 0 |
| Knee / Hip Osteoarthritis Kellgren-Lawrence Grading (PWDR) | L1-527 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 4.6 | 0 | 0 |
| Glaucoma Optic-Disc Cupping Classification (PWDR) | L1-529 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 5.6 | 0 | 0 |
| Age-Related Macular Degeneration OCT Grading (PWDR) | L1-530 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 5.6 | 0 | 0 |
| EEG Seizure Detection (PWDR) | L1-531 | unregistered | Medical Imaging | 📋 Stub — not mineable | 5 | 6 | 0 | 0 |
| Earthquake Magnitude Classification (PWDR) | L1-522 | unregistered | Geophysics | 📋 Stub — not mineable | 5 | 6.3 | 0 | 0 |
| ECG Arrhythmia Classification (PWDR) | L1-528 | unregistered | Signal Processing | 📋 Stub — not mineable | 3 | 5.9 | 0 | 0 |