Fold 4 - Understanding why coefficient 102990725 was selected
Tag: SCARS
Selected Coefficient: 102990725
Taxonomy Path: 9.2.10.14.2
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? |
|---|---|---|---|---|---|
| 102990725 | 1.000000 | 9.2.10.14.2 | 2.14.10.2.9 (2*83^4 + 14*83^3 + 10*83^2 + 2*83 + 9) | Yes | |
| 617495847 | 1.000000 | 0.4.78.0.13 | 13.0.78.4.0 (13*83^4 + 78*83^2 + 4*83) | No |
These are the training products that have the "SCARS" tag (processing sequence 5083). 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 | 617495847 | FACIAL, REVITALISING, COLLAGEN | 514505122 | TOPICAL REMEDIES | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 102990725 | BODY OIL, CRADLE CAP | 0 | HAIR CARE |