Fold 1 - Understanding why coefficient 55777 was selected
Tag: VANS
Selected Coefficient: 55777
Taxonomy Path: 1.8.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 55777 | 0.012048 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | Yes | |
| 167 | 0.024096 | 1.2 | 2.1 (2*83 + 1) | No |
These are the training products that have the "VANS" tag (processing sequence 3663). 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 |
|---|---|---|---|---|---|---|---|
| 18165 | VANS | CLASSIC SLIP-ON (PERFORATED SUEDE) | 55777 | none | 0 | none | ||
| 30661 | VANS | OLD SKOOL (BUTTERFLY) TRUE WHITE | BLACK | 55777 | none | 0 | none | ||
| 30631 | VANS APPAREL AND ACCESSORIES | CLASSIC SUPER NO SHOW SOCKS 3 PACK WHITE | 167 | none | -55610 | none |