Fold 1 - Understanding why coefficient 1246672 was selected
Tag: FEMALE LEADER
Selected Coefficient: 1246672
Taxonomy Path: 12.80.14.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1246672 | 3.000000 | 12.80.14.2 | 2.14.80.12 (2*83^3 + 14*83^2 + 80*83 + 12) | Yes | |
| 144931 | 3.000002 | 13.3.21 | 21.3.13 (21*83^2 + 3*83 + 13) | No | |
| 1288505 | 3.000003 | 13.3.21.2 | 2.21.3.13 (2*83^3 + 21*83^2 + 3*83 + 13) | No |
These are the training products that have the "FEMALE LEADER" tag (processing sequence 4581). 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 |
|---|---|---|---|---|---|---|---|
| 28281 | Bella Rosa by Oscar De La Renta Fragrance Interpretation for Women | 1288505 | none | 41833 | none | ||
| 27545 | Amaretto Sour Whipped Body Butter | 1246672 | BLACK WOMEN, NATURALISTA, JUST BREATHE | 0 | ANTI-AGING, HERBS | ||
| 29677 | Queen's Secret Whipped Body Butter | 1246672 | BLACK WOMEN, NATURALISTA, JUST BREATHE | 0 | ANTI-AGING, HERBS | ||
| 29682 | Divine Delight Whipped Body Butter | 1246672 | BLACK WOMEN, NATURALISTA, JUST BREATHE | 0 | ANTI-AGING, HERBS | ||
| 28167 | Born in Roma by Valentino Fragrance Interpretation for Women | 144931 | none | -1101741 | none | ||
| 28282 | Burberry Weekend Fragrance Interpretation for Women | 144931 | none | -1101741 | none |