Fold 3 - Understanding why coefficient -48823343 was selected
Tag: SKUCHANGE
Selected Coefficient: -48823343
Taxonomy Path: -0.0.2.20.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -48823343 | 1.000320 | -0.0.2.20.1 | -1.20.2.0.0 (-(38950081 + 20*79^3 + 2*79^2)) | Yes | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| 116850243 | 1.000320 | 0.0.0.0.3 | 3.0.0.0.0 (3*79^4) | No | |
| -48835930 | 4.000000 | -26.1.4.20.1 | -1.20.4.1.26 (-(38950081 + 20*79^3 + 4*79^2 + 79 + 26)) | No |
These are the training products that have the "SKUCHANGE" tag (processing sequence 3753). 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 | 116850243 | GTR PARTS, CKT, STREET WHEELS COLLECTION | 165673586 | GT PARTS, HUBS COLLECTION | ||
| 17963 | GT Carbon Deck | 0 | DK | 48823343 | none | ||
| 17748 | Refresh Kit | -48823343 | KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT, BUSHING & PIVOT CUPS COLLECTION, STREET WHEELS COLLECTION | 0 | GT PARTS, HUBS COLLECTION, PLACCDLR | ||
| 17971 | Street Belts | -48823343 | STREET WHEELS COLLECTION | 0 | none | ||
| 17702 | Ultimate Refresh Kit | -48835930 | BEARINGS & LUBRICANT COLLECTION, KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT, BUSHING & PIVOT CUPS COLLECTION, STREET WHEELS COLLECTION | -12587 | GT PARTS, HUBS COLLECTION, PLACCDLR |