Fold 1 - Understanding why coefficient 93695 was selected
Tag: ABBIGLIAMENTO SOSTENIBILE
Selected Coefficient: 93695
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 93695 | 0.025637 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 5498401 | 0.025797 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 195798973 | 0.025797 | 1.1.10.2.5 | 5.2.10.1.1 (5*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Overcoats | No |
| 162425 | 0.050793 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 1092334 | 0.050793 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
These are the training products that have the "ABBIGLIAMENTO SOSTENIBILE" tag (processing sequence 358). 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 |
|---|---|---|---|---|---|---|---|
| 6825 | Cappotto Mr. Darcy | 195798973 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Overcoats | none | 195705278 | none | |
| 6816 | Pantaloni Fritz | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 5404706 | ABRICOT ATELIER | |
| 6800 | Berretto Unisex | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 998639 | MAGLIERIA, UNICI | |
| 6819 | Stola Scozzese | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 68730 | NATALE, UNICI | |
| 6727 | Gonna Charlotte | 93695 | Apparel & Accessories > Clothing > Skirts | none | 0 | none | |
| 6728 | Gonna in velluto Georgiana | 93695 | Apparel & Accessories > Clothing > Skirts | none | 0 | none |