Fold 0 - 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: 4
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? |
|---|---|---|---|---|---|
| 3083134 | 0.000160 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 44411036 | 0.000481 | 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 |
These are the training products that have the "BIKINI" tag (processing sequence 2076). 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 | |
| 11138 | GIRLS' BENIRRAS TOP & BIARRITZ BOTTOMS - White Flower | 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 |