Fold 2 - Understanding why coefficient 3083134 was selected
Tag: BIKINI
Selected Coefficient: 3083134
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 3083134 | 1.000160 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 44411036 | 1.000481 | 1.1.6.11.1 | 1.11.6.1.1 (38950081 + 11*79^3 + 6*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Bikinis | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BIKINI" tag (processing sequence 1899). 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 | 44411036 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Bikinis | none | 41327902 | none | |
| 42 | Patriotic ‘AMERICA’ Bikini | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 14164 | High Waist Sexy Embroidery Floral Bikini Sets Hollow White | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 14303 | 2020 New Mesh Patchwork Sexy Bikini Set High Waist Beach | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 14165 | Brazilian Bikini Women Solid Swimwear Micro Swimsuit Mini | 0 | HOT | -3083134 | none |