Fold 1 - Understanding why coefficient 611857 was selected
Tag: UNICI
Selected Coefficient: 611857
Taxonomy Path: 2.3.19.1
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? |
|---|---|---|---|---|---|
| 611857 | 2.000160 | 2.3.19.1 | 1.19.3.2 (493039 + 19*79^2 + 3*79 + 2) | Yes | |
| 680508 | 2.000160 | 2.3.30.1 | 1.30.3.2 (493039 + 30*79^2 + 3*79 + 2) | No | |
| 37605 | 3.000000 | 1.2.6 | 6.2.1 (6*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| 575294 | 3.000000 | 16.14.13.1 | 1.13.14.16 (493039 + 13*79^2 + 14*79 + 16) | No |
These are the training products that have the "UNICI" tag (processing sequence 3210). 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 | 680508 | REGALO DI NATALE SOSTENIBILE, MAGLIERIA | 68651 | none | ||
| 6826 | Cintura Antichità | 611857 | REGALO DI NATALE SOSTENIBILE | 0 | none | ||
| 6821 | Tote bag Pride and Prejudice | 575294 | REGALO DI NATALE SOSTENIBILE | -36563 | none | ||
| 6827 | Cintura Ovale | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | -574252 | none |