Fold 4 - Understanding why coefficient 12587 was selected
Tag: ALL TERRAIN TYRES 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: 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 | |
| 5 | 3.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "ALL TERRAIN TYRES COLLECTION" tag (processing sequence 3171). 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 |
|---|---|---|---|---|---|---|---|
| 17717 | All Terrain Tires (150mm / 6 Inch) | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | 0 | none | |
| 17954 | All Terrain Hub | 12587 | Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessories | none | 0 | none | |
| 17940 | All Terrain Conversion Kit (175mm / 7inch with 66T) | 5 | Bundles | none | -12582 | GTR SERIES COMPONENTS, KT | |
| 17702 | Ultimate Refresh Kit | 0 | GRIP TAPE COLLECTION | -12587 | BUSHING & PIVOT CUPS COLLECTION, BEARINGS COLLECTION, GT PARTS, PLACCDLR, TRUCK PARTS COLLECTION |