Fold 4 - Understanding why coefficient 12561 was selected
Tag: UNICI
Selected Coefficient: 12561
Taxonomy Path: 0.1.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 12561 | 0.000162 | 0.1.2 | 2.1.0 (2*79^2 + 79) | Yes | |
| 5435990 | 0.000162 | 0.1.2.11 | 11.2.1.0 (11*79^3 + 2*79^2 + 79) | No | |
| 68730 | 0.000320 | 0.1.11 | 11.1.0 (11*79^2 + 79) | No |
These are the training products that have the "UNICI" tag (processing sequence 2971). 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 |
|---|---|---|---|---|---|---|---|
| 6800 | Berretto Unisex | 5435990 | ABBIGLIAMENTO SOSTENIBILE, MAGLIERIA | 5423429 | none | ||
| 6819 | Stola Scozzese | 68730 | ABBIGLIAMENTO SOSTENIBILE | 56169 | none | ||
| 6826 | Cintura Antichità | 12561 | ABRICOT ATELIER | 0 | none |