Fold 4 - Understanding why coefficient 1288505 was selected
Tag: ANTI-AGING
Selected Coefficient: 1288505
Taxonomy Path: 13.3.21.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1288505 | 0.012193 | 13.3.21.2 | 2.21.3.13 (2*83^3 + 21*83^2 + 3*83 + 13) | Yes | |
| 8118817653 | 0.012339 | 13.3.2.6.5.2 | 2.5.6.2.3.13 (2*83^5 + 5*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 4112829 | 0.036145 | 13.1.16.7 | 7.16.1.13 (7*83^3 + 16*83^2 + 83 + 13) | No |
These are the training products that have the "ANTI-AGING" tag (processing sequence 4729). 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 | 8118817653 | none | 8117529148 | GLUTEN-FREE | ||
| 29841 | Curaderm BEC5 cream 20ml topical cream + 3M micropore tape | 4112829 | none | 2824324 | none | ||
| 27545 | Amaretto Sour Whipped Body Butter | 1288505 | BLACK WOMEN, NATURALISTA, CLOVE, MYRRH | 0 | CREATIVE, COCOA BUTTER | ||
| 29677 | Queen's Secret Whipped Body Butter | 1288505 | BLACK WOMEN, NATURALISTA, CLOVE, MYRRH | 0 | CREATIVE, COCOA BUTTER |