Fold 3 - Understanding why coefficient 23 was selected
Tag: ARMORER TOOLS
Selected Coefficient: 23
Taxonomy Path: 23
Taxonomy Name: Sporting Goods
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 23 | 0.012658 | 23 | 23 (23) | Sporting Goods | Yes |
| 3014742 | 0.012658 | 23.4.9.6 | 6.9.4.23 (6*79^3 + 9*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Hunting & Shooting > Shooting & Range Accessories | No |
These are the training products that have the "ARMORER TOOLS" tag (processing sequence 470). 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 |
|---|---|---|---|---|---|---|---|
| 13896 | Front Sight Adjuster Pro | 3014742 | Sporting Goods > Outdoor Recreation > Hunting & Shooting > Shooting & Range Accessories | none | 3014719 | HC10 | |
| 13876 | Master Gun Workstation | 23 | Sporting Goods | none | 0 | HC10 |