Fold 4 - Understanding why coefficient 81358015 was selected
Tag: TUBES
Selected Coefficient: 81358015
Taxonomy Path: 23.4.1.7.2
Taxonomy Name: Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 81358015 | 0.000000 | 23.4.1.7.2 | 2.7.1.4.23 (2*79^4 + 7*79^3 + 6241 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | Yes |
These are the training products that have the "TUBES" tag (processing sequence 2931). 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 |
|---|---|---|---|---|---|---|---|
| 12985 | ZOOM THREE | 81358015 | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | none | 0 | none | |
| 12986 | ZOOM TWO | 81358015 | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | none | 0 | none |