Fold 4 - Understanding why coefficient -12587 was selected
Tag: BUSHING & PIVOT CUPS COLLECTION
Selected Coefficient: -12587
Taxonomy Path: -26.1.2
Taxonomy Name:
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)) | Yes | |
| 5 | 1.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "BUSHING & PIVOT CUPS COLLECTION" tag (processing sequence 3330). 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 |
|---|---|---|---|---|---|---|---|
| 17749 | Performance Pack | 5 | Bundles | none | 12592 | BEARINGS COLLECTION, GT PARTS, PLACCDLR, TRUCK PARTS COLLECTION | |
| 17702 | Ultimate Refresh Kit | -12587 | GRIP TAPE COLLECTION, ALL TERRAIN TYRES COLLECTION | 0 | BEARINGS COLLECTION, GT PARTS, PLACCDLR, TRUCK PARTS COLLECTION |