Fold 1 - Understanding why coefficient 262 was selected
Tag: BABIES
Selected Coefficient: 262
Taxonomy Path: 13.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 262 | 2.000145 | 13.3 | 3.13 (3*83 + 13) | Yes | |
| 149877346 | 2.000145 | 13.3.10.13.3 | 3.13.10.3.13 (3*83^4 + 13*83^3 + 10*83^2 + 3*83 + 13) | No | |
| 4871405 | 3.000000 | 52.10.43.8 | 8.43.10.52 (8*83^3 + 43*83^2 + 10*83 + 52) | No | |
| 411308208 | 3.000000 | 48.5.28.55.8 | 8.55.28.5.48 (8*83^4 + 55*83^3 + 28*83^2 + 5*83 + 48) | No |
These are the training products that have the "BABIES" tag (processing sequence 6678). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 411308208 | LIVER, CRADLE CAP, HORMONE BALANCE, WOMEN'S HEALTH, ALL AGES | 411307946 | INFANTS, MENOPAUSE | ||
| 3101 | Global Soap Shampoo Bars | 149877346 | none | 149877084 | HAIR CARE | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 4871405 | FAIR TRADE, NOURISHING, CHILDREN'S, SLEEP, CRADLE CAP, NEWBORNS, SKIN INFECTION | 4871143 | INFANTS | ||
| 3098 | Global Soap Detox Skin Bar | 262 | none | 0 | none |