Fold 0 - Understanding why coefficient 11957836 was selected
Tag: TOP
Selected Coefficient: 11957836
Taxonomy Path: 1.1.20.24
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swimwear Tops
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 11957836 | 0.000000 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | Yes |
These are the training products that have the "TOP" tag (processing sequence 820). 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 |
|---|---|---|---|---|---|---|---|
| 15498 | TOP Maui Chiclete | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15541 | TOP Laguna Chiclete | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15543 | TOP Laguna Papaya | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15559 | TOP Monaco Sky | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none |