Fold 1 - Understanding why coefficient 41501 was selected
Tag: UNICI
Selected Coefficient: 41501
Taxonomy Path: 1.2.6
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 41501 | 1.000145 | 1.2.6 | 6.2.1 (6*83^2 + 2*83 + 1) | Yes | |
| 1260854 | 1.000290 | 1.2.17.2 | 2.17.2.1 (2*83^3 + 17*83^2 + 2*83 + 1) | No | |
| 1094 | 3.000000 | 15.13 | 13.15 (13*83 + 15) | No |
These are the training products that have the "UNICI" tag (processing sequence 4929). 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 | 1260854 | none | 1219353 | MAGLIERIA | ||
| 6826 | Cintura Antichità | 41501 | none | 0 | none | ||
| 6828 | Cintura Quadrata | 41501 | none | 0 | none | ||
| 6821 | Tote bag Pride and Prejudice | 1094 | none | -40407 | none |