Fold 1 - Understanding why coefficient -898794052 was selected
Tag: SCARS
Selected Coefficient: -898794052
Taxonomy Path: -0.0.75.77.18
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -898794052 | 0.000145 | -0.0.75.77.18 | -18.77.75.0.0 (-(18*83^4 + 77*83^3 + 75*83^2)) | Yes | |
| 953651159 | 0.000145 | 0.0.70.7.20 | 20.7.70.0.0 (20*83^4 + 7*83^3 + 70*83^2) | No |
These are the training products that have the "SCARS" tag (processing sequence 5065). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 953651159 | REVITALISING | 1852445211 | CELLULITE, FACE | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -898794052 | SERUM | 0 | CARRIER OIL, CELLULITE, CRADLE CAP, INFANTS, HAIR CARE |