Fold 2 - Understanding why coefficient 4 was selected
Tag: SUMMER24
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4 | 4.024096 | 4 | 4 (4) | Yes | |
| 585 | 4.060241 | 4.7 | 7.4 (7*83 + 4) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 193360619 | 10.000000 | 1.2.14.6.4 | 4.6.14.2.1 (4*83^4 + 6*83^3 + 14*83^2 + 2*83 + 1) | No |
These are the training products that have the "SUMMER24" tag (processing sequence 3146). 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 |
|---|---|---|---|---|---|---|---|
| 22186 | Shells :: Mini Traveler Pigtail Set | 193360619 | none | 193360615 | none | ||
| 22044 | Coral Daisy Tulle :: Mini Traveler | 585 | none | 581 | none | ||
| 22185 | Shells :: Mini Traveler | 585 | none | 581 | none | ||
| 22028 | Chambray :: Traveler | 4 | none | 0 | none | ||
| 22033 | Citron Floral :: Voyager Bow | 4 | none | 0 | none | ||
| 22210 | Summer Smiles :: Pioneer | 4 | none | 0 | PIONEER | ||
| 22019 | Butterfly :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22025 | Chambray :: Mini Traveler Pigtail Set | 4 | none | 0 | none | ||
| 22182 | Rust Floral Scallop :: Mini Explorer Ribbon Pigtail Set | 0 | EXPLORER | -4 | none | ||
| 22058 | Cream Velvet Scallop :: Mini Explorer Ribbon Pigtail Set | 0 | EXPLORER | -4 | JULY24 | ||
| 22017 | Butterfly :: Big Girl Headband | 0 | BIG GIRL | -4 | none |