Fold 4 - Understanding why coefficient 5076359 was selected
Tag: SWEATSHIRT
Selected Coefficient: 5076359
Taxonomy Path: 1.1.13.14
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 5076359 | 0.000201 | 1.1.13.14 | 14.13.1.1 (14*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | Yes |
| 4718448 | 0.000207 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 55523 | 0.000793 | 1.1.11 | 11.1.1 (11*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
These are the training products that have the "SWEATSHIRT" tag (processing sequence 48). 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 |
|---|---|---|---|---|---|---|---|
| 11 | "Only Santa Can Judge Me" Christmas Sweatshirt | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 0 | none | |
| 977 | JH Mountains | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 0 | none | |
| 5844 | Adonai A.I. - Unisex eco sweatshirt | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 0 | none | |
| 350 | Just Chill Hoodie | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | -357911 | HOODIE | |
| 2396 | Saloos Sweatshirt & Joggers | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | -5020836 | TROUSERS, FITS SIZE 16, FITS SIZE 18, SALE, SALOOS |