Fold 1 - Understanding why coefficient 486 was selected
Tag: BEARINGS & LUBRICANT COLLECTION
Selected Coefficient: 486
Taxonomy Path: 12.6
Taxonomy Name: Hardware > Hardware 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? |
|---|---|---|---|---|---|
| 486 | 1.000000 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | Yes |
| 87773424 | 1.000000 | 0.0.2.20.2 | 2.20.2.0.0 (2*79^4 + 20*79^3 + 2*79^2) | No |
These are the training products that have the "BEARINGS & LUBRICANT COLLECTION" tag (processing sequence 3301). 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 |
|---|---|---|---|---|---|---|---|
| 17702 | Ultimate Refresh Kit | 87773424 | ALL TERRAIN TYRES COLLECTION | 87772938 | GRIP TAPE COLLECTION, TRUCK PARTS COLLECTION, GT PARTS, PLACCDLR | ||
| 17739 | Lithium Grease | 486 | Hardware > Hardware Accessories | none | 0 | none |