Fold 3 - Understanding why coefficient 12587 was selected
Tag: BUSHING & PIVOT CUPS COLLECTION
Selected Coefficient: 12587
Taxonomy Path: 26.1.2
Taxonomy Name: Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 12587 | 1.000000 | 26.1.2 | 2.1.26 (2*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | Yes |
| 25174 | 1.000000 | 52.2.4 | 4.2.52 (4*79^2 + 2*79 + 52) | No |
These are the training products that have the "BUSHING & PIVOT CUPS COLLECTION" tag (processing sequence 3319). 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 |
|---|---|---|---|---|---|---|---|
| 17748 | Refresh Kit | 25174 | KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | STREET WHEELS COLLECTION, SKUCHANGE, GT PARTS, HUBS COLLECTION, PLACCDLR | |
| 17702 | Ultimate Refresh Kit | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | BEARINGS & LUBRICANT COLLECTION, KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT | 0 | STREET WHEELS COLLECTION, SKUCHANGE, GT PARTS, HUBS COLLECTION, PLACCDLR |