Fold 1 - Understanding why coefficient 429955311 was selected
Tag: BIKES
Selected Coefficient: 429955311
Taxonomy Path: 23.4.4.3.11
Taxonomy Name: Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Road Bikes
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? |
|---|---|---|---|---|---|
| 429955311 | 0.000000 | 23.4.4.3.11 | 11.3.4.4.23 (11*79^4 + 3*79^3 + 4*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Road Bikes | Yes |
These are the training products that have the "BIKES" tag (processing sequence 1407). 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 |
|---|---|---|---|---|---|---|---|
| 15735 | ZOULOU KULULA Randoneur GRX 2x11 | 429955311 | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Road Bikes | none | 0 | none |