Fold 3 - Understanding why coefficient 12581394505 was selected
Tag: SPORTS & ENTERTAINMENT
Selected Coefficient: 12581394505
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? |
|---|---|---|---|---|---|
| 12581394505 | 0.000000 | 23.4.4.1.7.4 | 4.7.1.4.4.23 (4*79^5 + 7*79^4 + 493039 + 4*79^2 + 4*79 + 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 1542). 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 | 12581394505 | Sporting Goods > Outdoor Recreation > Cycling > Bicycle Accessories > Bicycle Computer Accessories > Bicycle Computer Mounts | none | 0 | none |