Fold 1 - Understanding why coefficient 12096136287 was selected
Tag: SCARS
Selected Coefficient: 12096136287
Taxonomy Path: 16.61.65.43.73.3
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 12096136287 | 0.000000 | 16.61.65.43.73.3 | 3.73.43.65.61.16 (3*79^5 + 73*79^4 + 43*79^3 + 65*79^2 + 61*79 + 16) | Yes |
These are the training products that have the "SCARS" tag (processing sequence 2557). 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 |
|---|---|---|---|---|---|---|---|
| 3071 | Absolute Essential Argan Oil (Organic) | 12096136287 | SERUM, ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA, HAIR CARE, NAPPY RASH | 0 | none |