Fold 1 - Understanding why coefficient 4 was selected
Tag: PIONEER
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 3
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 | 4.000000 | 4 | 4 (4) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 193360619 | 7.000000 | 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 "PIONEER" tag (processing sequence 2873). 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 |
|---|---|---|---|---|---|---|---|
| 22172 | Red Dots :: Pioneer | 193360619 | none | 193360615 | none | ||
| 22181 | Red, White, & Blue :: Ribbon Pioneer | 193360619 | none | 193360615 | none | ||
| 22176 | Red Firecracker :: Ribbon Pioneer | 4 | none | 0 | COUNTRY | ||
| 22177 | Red Trim Chambray :: Ribbon Pioneer | 4 | none | 0 | none | ||
| 22210 | Summer Smiles :: Pioneer | 4 | none | 0 | none | ||
| 22042 | Clubhouse Pals :: Pioneer | 4 | none | 0 | none | ||
| 22015 | Brown Cow :: Ribbon Pioneer | 4 | none | 0 | COUNTRY | ||
| 22204 | Steel Blue Velvet :: Ribbon Pioneer | 0 | BTS24 | -4 | none | ||
| 22184 | Rust Floral Scallop :: Ribbon Pioneer | 0 | BTS24 | -4 | FALL24 |