Fold 2 - Understanding why coefficient -4 was selected
Tag: BOW
Selected Coefficient: -4
Taxonomy Path: -4
Taxonomy Name:
Products with this tag: 7
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 | 4.000000 | -4 | -4 (-(4)) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 41999 | 6.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | No | |
| 8071352350 | 6.000000 | 3.2.1.6.4.2 | 2.4.6.1.2.3 (2*83^5 + 4*83^4 + 6*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "BOW" tag (processing sequence 4157). 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 |
|---|---|---|---|---|---|---|---|
| 13632 | Cute Octopus Baby Girl Applique AN034 | 8071352350 | none | 8071352354 | none | ||
| 9498 | DANCING QUEEN: GOLD METALLIC BLOCK HEEL SANDALS | 41999 | none | 42003 | _BADGE_NEW_IN_ | ||
| 21105 | Colourful Rhinestone Bow Earrings | 0 | EARRING | 4 | none | ||
| 22183 | Rust Floral Scallop :: Ribbon Mini Explorer Bow | 0 | EXPLORER | 4 | none | ||
| 22170 | Red Daisy :: Ribbon Mini Voyager Bow | -4 | EXPLORER, JULY24 | 0 | none | ||
| 22174 | Red Embossed Floral :: Ribbon Mini Explorer Bow | -4 | EXPLORER, JULY24 | 0 | none | ||
| 22180 | Red, White, & Blue :: Ribbon Mini Explorer Bow | -4 | EXPLORER, JULY24 | 0 | none |