Fold 1 - Understanding why coefficient 16088970517 was selected
Tag: SPORTS & ENTERTAINMENT
Selected Coefficient: 16088970517
Taxonomy Path: 23.4.4.1.7.4
Taxonomy Name: Sporting Goods > Outdoor Recreation > Cycling > Bicycle Accessories > Bicycle Computer Accessories > Bicycle Computer Mounts
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 16088970517 | 0.000000 | 23.4.4.1.7.4 | 4.7.1.4.4.23 (4*83^5 + 7*83^4 + 571787 + 4*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Cycling > Bicycle Accessories > Bicycle Computer Accessories > Bicycle Computer Mounts | Yes |
These are the training products that have the "SPORTS & ENTERTAINMENT" tag (processing sequence 2153). 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 |
|---|---|---|---|---|---|---|---|
| 16564 | Universal 360 - Bicycle Phone Holder | 16088970517 | Sporting Goods > Outdoor Recreation > Cycling > Bicycle Accessories > Bicycle Computer Accessories > Bicycle Computer Mounts | none | 0 | none |