Fold 3 - Understanding why coefficient 1067550 was selected
Tag: HQ KITE
Selected Coefficient: 1067550
Taxonomy Path: 23.4.13.2
Taxonomy Name: Sporting Goods > Outdoor Recreation > Kite Buggying > Kite Buggy Accessories
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? |
|---|---|---|---|---|---|
| 1067550 | 0.000000 | 23.4.13.2 | 2.13.4.23 (2*79^3 + 13*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Kite Buggying > Kite Buggy Accessories | Yes |
These are the training products that have the "HQ KITE" tag (processing sequence 1713). 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 |
|---|---|---|---|---|---|---|---|
| 9483 | HQ4 Beamer R2F | 1067550 | Sporting Goods > Outdoor Recreation > Kite Buggying > Kite Buggy Accessories | none | 0 | none | |
| 9547 | HQ4 Toxic II Kites | 1067550 | Sporting Goods > Outdoor Recreation > Kite Buggying > Kite Buggy Accessories | none | 0 | none |