Fold 1 - Understanding why coefficient 585827 was selected
Tag: BLACK WOMEN
Selected Coefficient: 585827
Taxonomy Path: 13.3.2.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 585827 | 0.000000 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | Yes |
These are the training products that have the "BLACK WOMEN" tag (processing sequence 1590). 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 |
|---|---|---|---|---|---|---|---|
| 27545 | Amaretto Sour Whipped Body Butter | 585827 | none | 0 | NATURALISTA, JUST BREATHE, FEMALE LEADER, ANTI-AGING, HERBS | ||
| 29677 | Queen's Secret Whipped Body Butter | 585827 | none | 0 | NATURALISTA, JUST BREATHE, FEMALE LEADER, ANTI-AGING, HERBS | ||
| 29682 | Divine Delight Whipped Body Butter | 585827 | none | 0 | NATURALISTA, JUST BREATHE, FEMALE LEADER, ANTI-AGING, HERBS |