Fold 3 - Understanding why coefficient -192231011 was selected
Tag: BUSHING & PIVOT CUPS COLLECTION
Selected Coefficient: -192231011
Taxonomy Path: -23.4.16.4.4
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? |
|---|---|---|---|---|---|
| -192231011 | 1.000000 | -23.4.16.4.4 | -4.4.16.4.23 (-(4*83^4 + 4*83^3 + 16*83^2 + 4*83 + 23)) | Yes | |
| -192231006 | 1.000000 | -18.4.16.4.4 | -4.4.16.4.18 (-(4*83^4 + 4*83^3 + 16*83^2 + 4*83 + 18)) | No |
These are the training products that have the "BUSHING & PIVOT CUPS COLLECTION" tag (processing sequence 4995). 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 | -192231006 | STREET WHEELS COLLECTION | 5 | TRUCK PARTS COLLECTION, ALL TERRAIN TIRES COLLECTION | ||
| 17748 | Refresh Kit | -192231011 | KTAT, STREET WHEELS COLLECTION | 0 | TRUCK PARTS COLLECTION, ALL TERRAIN TIRES COLLECTION |