Fold 3 - Understanding why coefficient -711 was selected
Tag: PLACCDLR
Selected Coefficient: -711
Taxonomy Path: -0.9
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -711 | 2.012658 | -0.9 | -9.0 (-(9*79)) | Yes | |
| 0 | 2.012658 | 0 | 0 (0) | No | |
| -12587 | 3.000000 | -26.1.2 | -2.1.26 (-(2*79^2 + 79 + 26)) | No | |
| 43412323 | 3.000000 | 6.78.3.9.1 | 1.9.3.78.6 (38950081 + 9*79^3 + 3*79^2 + 78*79 + 6) | No |
These are the training products that have the "PLACCDLR" tag (processing sequence 4342). 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 |
|---|---|---|---|---|---|---|---|
| 17962 | Nose Guard | 43412323 | PROTECTION | 43413034 | none | ||
| 17748 | Refresh Kit | 0 | KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT, BUSHING & PIVOT CUPS COLLECTION, STREET WHEELS COLLECTION, SKUCHANGE, GT PARTS, HUBS COLLECTION | 711 | none | ||
| 17811 | Evolve Backpack | -711 | BAG | 0 | none | ||
| 17702 | Ultimate Refresh Kit | -12587 | BEARINGS & LUBRICANT COLLECTION, KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT, BUSHING & PIVOT CUPS COLLECTION, STREET WHEELS COLLECTION, SKUCHANGE, GT PARTS, HUBS COLLECTION | -11876 | none |