Fold 4 - Understanding why coefficient 192231011 was selected
Tag: GBB
Selected Coefficient: 192231011
Taxonomy Path: 23.4.16.4.4
Taxonomy Name: Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels
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? |
|---|---|---|---|---|---|
| 192231011 | 0.000000 | 23.4.16.4.4 | 4.4.16.4.23 (4*83^4 + 4*83^3 + 16*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | Yes |
| 97314369 | 0.000000 | 23.4.16.4.2 | 2.4.16.4.23 (2*83^4 + 4*83^3 + 16*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | No |
These are the training products that have the "GBB" tag (processing sequence 3559). 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 |
|---|---|---|---|---|---|---|---|
| 14469 | GTR 2in1 - All Terrain | 192231011 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | none | 0 | UPDATE | |
| 17711 | GTR Wheel Choice - Terrain | 192231011 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | none | 0 | none | |
| 17709 | GTR Carbon - Battery Choice | 97314369 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | none | -94916642 | none |