Fold 1 - Understanding why coefficient 98926395 was selected
Tag: TUBES
Selected Coefficient: 98926395
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: 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? |
|---|---|---|---|---|---|
| 98926395 | 1.000000 | 23.4.1.7.2 | 2.7.1.4.23 (2*83^4 + 7*83^3 + 6889 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | Yes |
| 589 | 2.000000 | 8.7 | 7.8 (7*83 + 8) | No |
These are the training products that have the "TUBES" tag (processing sequence 3657). 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 |
|---|---|---|---|---|---|---|---|
| 12910 | TRIO XTRA | 98926395 | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | none | 0 | none | |
| 12985 | ZOOM THREE | 98926395 | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | none | 0 | none | |
| 21260 | (THREADED) Replacement VB20/VB25 Sound Tubes, 3-Pack | 589 | none | -98925806 | none |