Fold 1 - Understanding why coefficient 41022432 was selected
Tag: GTR SERIES COMPONENTS
Selected Coefficient: 41022432
Taxonomy Path: 23.4.16.4.1
Taxonomy Name: Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Decks
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? |
|---|---|---|---|---|---|
| 41022432 | 1.000000 | 23.4.16.4.1 | 1.4.16.4.23 (38950081 + 4*79^3 + 16*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Decks | Yes |
| 12587 | 2.000000 | 26.1.2 | 2.1.26 (2*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | No |
These are the training products that have the "GTR SERIES COMPONENTS" tag (processing sequence 2385). 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 |
|---|---|---|---|---|---|---|---|
| 17813 | GTR Carbon Deck | 41022432 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Decks | none | 0 | none | |
| 17947 | GTR Bamboo Deck | 41022432 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Decks | none | 0 | KLAVIYO - SERVICE | |
| 17822 | Motor | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | -41009845 | KLAVIYO - SERVICE |