Fold 0 - Understanding why coefficient 3083134 was selected
Tag: SWIMSUITS SWIM
Selected Coefficient: 3083134
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
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? |
|---|---|---|---|---|---|
| 3083134 | 0.000008 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 10971758 | 0.000008 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
These are the training products that have the "SWIMSUITS SWIM" tag (processing sequence 3017). 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 |
|---|---|---|---|---|---|---|---|
| 15688 | Christian D | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15705 | Louis V | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15694 | Foxy | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15993 | Weekday | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15703 | Lime | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15693 | Diva5 | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15683 | Bandana | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15711 | Mint | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none |