Fold 2 - Understanding why coefficient 12561 was selected
Tag: UNICI
Selected Coefficient: 12561
Taxonomy Path: 0.1.2
Taxonomy Name:
Products with this tag: 5
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 | 1.000002 | 0.1.2 | 2.1.0 (2*79^2 + 79) | Yes | |
| 998639 | 1.000006 | 0.1.2.2 | 2.2.1.0 (2*79^3 + 2*79^2 + 79) | No | |
| -24002 | 4.000000 | -65.66.3 | -3.66.65 (-(3*79^2 + 66*79 + 65)) | No |
These are the training products that have the "UNICI" tag (processing sequence 2981). 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 | 998639 | ABBIGLIAMENTO SOSTENIBILE | 986078 | none | ||
| 6826 | Cintura Antichità | 12561 | ABRICOT ATELIER | 0 | none | ||
| 6827 | Cintura Ovale | 12561 | ABRICOT ATELIER | 0 | none | ||
| 6828 | Cintura Quadrata | 12561 | ABRICOT ATELIER | 0 | none | ||
| 6821 | Tote bag Pride and Prejudice | -24002 | ABRICOT ATELIER | -36563 | none |