Fold 3 - Understanding why coefficient 2490239 was selected
Tag: UN'ESTATE ITALIANA
Selected Coefficient: 2490239
Taxonomy Path: 1.1.4.5
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? |
|---|---|---|---|---|---|
| 2490239 | 0.000320 | 1.1.4.5 | 5.4.1.1 (5*79^3 + 4*79^2 + 79 + 1) | Yes | |
| 93695 | 0.000481 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 3039447 | 0.000481 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
These are the training products that have the "UN'ESTATE ITALIANA" tag (processing sequence 2975). 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 |
|---|---|---|---|---|---|---|---|
| 6801 | Blusa Venezia | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | ABRICOT ATELIER | 549208 | none | |
| 6708 | Abito elegante Varenna | 2490239 | ABRICOT ATELIER | 0 | none | ||
| 6714 | Maxi Abito Taormina | 2490239 | ABRICOT ATELIER | 0 | none | ||
| 6713 | Gonna Salentina | 93695 | Apparel & Accessories > Clothing > Skirts | none | -2396544 | none |