Fold 1 - Understanding why coefficient -574252 was selected
Tag: REGALO DI NATALE SOSTENIBILE
Selected Coefficient: -574252
Taxonomy Path: -1.1.13.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -574252 | 4.000000 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | Yes | |
| 37605 | 6.000160 | 1.2.6 | 6.2.1 (6*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| 1092334 | 6.000160 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 5 | 7.000000 | 5 | 5 (5) | Bundles | No |
| 1042 | 7.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "REGALO DI NATALE SOSTENIBILE" tag (processing sequence 2976). 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 | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 1666586 | MAGLIERIA, UNICI | |
| 6826 | Cintura Antichità | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 611857 | UNICI | |
| 6821 | Tote bag Pride and Prejudice | 1042 | Luggage & Bags > Tote Bags | none | 575294 | UNICI | |
| 6802 | Box Caldo Abbraccio | 5 | Bundles | none | 574257 | none | |
| 6806 | Maglioncino Cielo | -574252 | LANA MERINOS, ABBIGLIAMENTO | 0 | none | ||
| 6807 | Maglioncino Mirò | -574252 | LANA MERINOS, ABBIGLIAMENTO | 0 | none | ||
| 6809 | Maglione Nevicata | -574252 | LANA MERINOS, ABBIGLIAMENTO | 0 | none | ||
| 6810 | Maglione Nuvola | -574252 | LANA MERINOS, ABBIGLIAMENTO | 0 | none |