Fold 3 - Understanding why coefficient 10971758 was selected
Tag: CUARTA COLECCIÓN MONTECARLO
Selected Coefficient: 10971758
Taxonomy Path: 1.1.20.22
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 10971758 | 0.000002 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | Yes |
| 3083134 | 0.000004 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
These are the training products that have the "CUARTA COLECCIÓN MONTECARLO" tag (processing sequence 2518). 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 |
|---|---|---|---|---|---|---|---|
| 15891 | GARDEÑA | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15898 | LIRIO | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15899 | MAGNOLIA | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none |