Fold 1 - Understanding why coefficient -2508216 was selected
Tag: SKIN INFECTION
Selected Coefficient: -2508216
Taxonomy Path: -39.7.32.4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -2508216 | 2.000000 | -39.7.32.4 | -4.32.7.39 (-(4*83^3 + 32*83^2 + 7*83 + 39)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 2363189 | 2.000000 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | No |
These are the training products that have the "SKIN INFECTION" tag (processing sequence 6300). 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 |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 2363189 | FAIR TRADE, NOURISHING, CHILDREN'S, SLEEP, CRADLE CAP, NEWBORNS | 4871405 | BABIES, INFANTS | ||
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 0 | SKIN CARE INGREDIENTS | 2508216 | SUN | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -2508216 | FEET, SKIN CARE INGREDIENTS, ANTISEPTIC, MANUKA | 0 | none |