Fold 0 - Understanding why coefficient 12587 was selected
Tag: KTST
Selected Coefficient: 12587
Taxonomy Path: 26.1.2
Taxonomy Name: Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories
Products with this tag: 3
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 | 1.000160 | 26.1.2 | 2.1.26 (2*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | Yes |
| 9392810 | 1.000160 | 26.1.4.19 | 19.4.1.26 (19*79^3 + 4*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Transmission & Drivetrain Parts | No |
| 157872675 | 2.000000 | 23.4.16.4.4 | 4.4.16.4.23 (4*79^4 + 4*79^3 + 16*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | No |
These are the training products that have the "KTST" tag (processing sequence 4084). 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 |
|---|---|---|---|---|---|---|---|
| 17975 | Orangatang Caguama 85mm Street Wheels | 157872675 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | none | 157860088 | none | |
| 17976 | Street Drive Gears | 9392810 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Transmission & Drivetrain Parts | none | 9380223 | none | |
| 17960 | Belt Covers | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | KTAT, CKT | 0 | none |