Fold 1 - Understanding why coefficient 12587 was selected
Tag: PLSPTDLR
Selected Coefficient: 12587
Taxonomy Path: 26.1.2
Taxonomy Name: Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 12587 | 2.000000 | 26.1.2 | 2.1.26 (2*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 41022432 | 3.000000 | 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 | No |
These are the training products that have the "PLSPTDLR" tag (processing sequence 2120). 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 |
|---|---|---|---|---|---|---|---|
| 17968 | GT Bamboo Deck | 41022432 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Decks | none | 41009845 | KLAVIYO - SERVICE | |
| 17961 | Truck Arm | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | 0 | none | |
| 17964 | GTX Deck | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | 0 | KLAVIYO - SERVICE | |
| 17960 | Belt Covers | 0 | KTAT | -12587 | PARTS COLLECTION, ALL TERRAIN XMAS, STREET XMAS |