Fold 0 - Understanding why coefficient 118354663 was selected
Tag: FINALSALE
Selected Coefficient: 118354663
Taxonomy Path: 23.4.4.3.3
Taxonomy Name: Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Cross Country 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? |
|---|---|---|---|---|---|
| 118354663 | 0.000000 | 23.4.4.3.3 | 3.3.4.4.23 (3*79^4 + 3*79^3 + 4*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Cross Country Bikes | Yes |
These are the training products that have the "FINALSALE" tag (processing sequence 1579). 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 |
|---|---|---|---|---|---|---|---|
| 11545 | 2023 Specialized Epic World Cup Pro 29" Carbon Mountain Bike - Medium, GLOSS DEEP LAKE METALLIC / CHROME | 118354663 | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Cross Country Bikes | none | 0 | none |