Fold 2 - Understanding why coefficient 173520850 was selected
Tag: SCARS
Selected Coefficient: 173520850
Taxonomy Path: 45.64.57.58.6
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? |
|---|---|---|---|---|---|
| 173520850 | 0.000000 | 45.64.57.58.6 | 6.58.57.64.45 (6*71^4 + 58*71^3 + 57*71^2 + 64*71 + 45) | Yes |
These are the training products that have the "SCARS" tag (processing sequence 1196). 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 | 173520850 | ORGANIC, FACIAL, ANTI-AGEING, FACE | 0 | none |