Fold 0 - Understanding why coefficient 68731 was selected
Tag: NEW-EDITION-FASHION
Selected Coefficient: 68731
Taxonomy Path: 1.1.11
Taxonomy Name: Apparel & Accessories > Clothing > Outfit Sets
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? |
|---|---|---|---|---|---|
| 68731 | 1.000000 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | Yes |
| -156184 | 2.000000 | -1.2.25 | -25.2.1 (-(25*79^2 + 2*79 + 1)) | No |
These are the training products that have the "NEW-EDITION-FASHION" tag (processing sequence 2167). 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 |
|---|---|---|---|---|---|---|---|
| 11833 | 03/11/23 | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | OVER-200 | |
| 11880 | 03/06/23 | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | OVER-200 | |
| 11847 | Nampa Classic Leather Belt | -156184 | 50-100, ACCESSORIES, AD, BELTS | -224915 | none |