Fold 3 - Understanding why coefficient -29157738 was selected
Tag: SCARS
Selected Coefficient: -29157738
Taxonomy Path: -26.8.33.10.1
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? |
|---|---|---|---|---|---|
| -29157738 | 1.000000 | -26.8.33.10.1 | -1.10.33.8.26 (-(25411681 + 10*71^3 + 33*71^2 + 8*71 + 26)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "SCARS" tag (processing sequence 2016). 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, BODY OIL, CARRIER OIL, ECZEMA, HAIR CARE, INFANTS | 29157738 | STRETCH MARKS | ||
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | -29157738 | ORGANIC, FACIAL, ANTI-AGEING, DRY SKIN, ECZEMA | 0 | none |