Fold 3 - Understanding why coefficient 12057858296 was selected
Tag: ANTI-AGING
Selected Coefficient: 12057858296
Taxonomy Path: 13.3.2.6.5.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 12057858296 | 2.012195 | 13.3.2.6.5.3 | 3.5.6.2.3.13 (3*83^5 + 5*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 289910049 | 2.012195 | 13.3.2.9.6 | 6.9.2.3.13 (6*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 262 | 2.012339 | 13.3 | 3.13 (3*83 + 13) | No | |
| 4112829 | 2.036145 | 13.1.16.7 | 7.16.1.13 (7*83^3 + 16*83^2 + 83 + 13) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "ANTI-AGING" tag (processing sequence 6080). 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 |
|---|---|---|---|---|---|---|---|
| 30695 | Luna Holographic | 12057858296 | GLUTEN-FREE | 0 | none | ||
| 26931 | Balance Milk Cleanser 125ml | 289910049 | none | -11767948247 | none | ||
| 29841 | Curaderm BEC5 cream 20ml topical cream + 3M micropore tape | 4112829 | none | -12053745467 | BEAUTY | ||
| 25677 | Bask SPF 30 Non-Aerosol Spray Sunscreen | 262 | none | -12057858034 | none | ||
| 27545 | Amaretto Sour Whipped Body Butter | 0 | BLACK WOMEN, NATURALISTA, MYRRH, ROOIBOS, STIMULATING, RISE N GRIND, SOAP BAR | -12057858296 | UPLIFTING | ||
| 29682 | Divine Delight Whipped Body Butter | 0 | BLACK WOMEN, NATURALISTA, MYRRH, ROOIBOS, STIMULATING, RISE N GRIND, SOAP BAR | -12057858296 | UPLIFTING |