Fold 1 - Understanding why coefficient 234749054 was selected
Tag: JACKETS
Selected Coefficient: 234749054
Taxonomy Path: 1.1.10.2.6
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Parkas
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 234749054 | 0.000000 | 1.1.10.2.6 | 6.2.10.1.1 (6*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Parkas | Yes |
| 351599297 | 0.000000 | 1.1.10.2.9 | 9.2.10.1.1 (9*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | No |
These are the training products that have the "JACKETS" tag (processing sequence 3150). 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 |
|---|---|---|---|---|---|---|---|
| 8986 | Canada Goose Womens Lite Jacket Alliston - Black | 351599297 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 116850243 | none | |
| 8970 | Woodpeck MJacket FW22 Bumneste | 234749054 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Parkas | none | 0 | none |