Fold 4 - Understanding why coefficient -304597610 was selected
Tag: SCARS
Selected Coefficient: -304597610
Taxonomy Path: -13.3.3.70.11
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? |
|---|---|---|---|---|---|
| -304597610 | 1.000000 | -13.3.3.70.11 | -11.70.3.3.13 (-(11*71^4 + 70*71^3 + 3*71^2 + 3*71 + 13)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "SCARS" tag (processing sequence 1180). 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) | 0 | ANTI-AGEING, ANTI-INFLAMMATORY | 304597610 | none | ||
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | -304597610 | ORGANIC, FACIAL, ANTI-AGEING, DRY SKIN | 0 | none |