Fold 3 - Understanding why coefficient 9380223 was selected
Tag: GT PARTS
Selected Coefficient: 9380223
Taxonomy Path: 0.0.2.19
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? |
|---|---|---|---|---|---|
| 9380223 | 1.000162 | 0.0.2.19 | 19.2.0.0 (19*79^3 + 2*79^2) | Yes | |
| 165673586 | 1.000162 | 0.0.2.20.4 | 4.20.2.0.0 (4*79^4 + 20*79^3 + 2*79^2) | No | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| -12587 | 3.000000 | -26.1.2 | -2.1.26 (-(2*79^2 + 79 + 26)) | No |
These are the training products that have the "GT PARTS" tag (processing sequence 4330). 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 |
|---|---|---|---|---|---|---|---|
| 17919 | Precision Ceramic Bearings | 165673586 | GTR PARTS, CKT, STREET WHEELS COLLECTION, SKUCHANGE | 156293363 | HUBS COLLECTION | ||
| 17972 | All Terrain Belt | 9380223 | KTAT, GTR PARTS, CKT | 0 | none | ||
| 17748 | Refresh Kit | 0 | KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT, BUSHING & PIVOT CUPS COLLECTION, STREET WHEELS COLLECTION, SKUCHANGE | -9380223 | HUBS COLLECTION, PLACCDLR | ||
| 17702 | Ultimate Refresh Kit | -12587 | BEARINGS & LUBRICANT COLLECTION, KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT, BUSHING & PIVOT CUPS COLLECTION, STREET WHEELS COLLECTION, SKUCHANGE | -9392810 | HUBS COLLECTION, PLACCDLR |