Fold 4 - Understanding why coefficient 3568586 was selected
Tag: BIKINI
Selected Coefficient: 3568586
Taxonomy Path: 1.1.20.6
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 3568586 | 0.000145 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 53789396 | 0.001016 | 1.1.6.11.1 | 1.11.6.1.1 (47458321 + 11*83^3 + 6*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Bikinis | No |
These are the training products that have the "BIKINI" tag (processing sequence 2368). 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 |
|---|---|---|---|---|---|---|---|
| 11887 | Calvin Klein Shine 5 Pack Bikini Briefs | 53789396 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Bikinis | none | 50220810 | none | |
| 11138 | GIRLS' BENIRRAS TOP & BIARRITZ BOTTOMS - White Flower | 3568586 | none | 0 | none | ||
| 14164 | High Waist Sexy Embroidery Floral Bikini Sets Hollow White | 3568586 | none | 0 | none | ||
| 14165 | Brazilian Bikini Women Solid Swimwear Micro Swimsuit Mini | 3568586 | none | 0 | none | ||
| 28419 | Snake Eyes Bikini | 3568586 | none | 0 | SWIMWEAR | ||
| 32278 | Anchors aweigh bikini | 3568586 | none | 0 | none | ||
| 42 | Patriotic ‘AMERICA’ Bikini | 3568586 | none | 0 | PATRIOTIC, AMERICA | ||
| 32290 | Nauti Captain | 3568586 | none | 0 | none |