Fold 4 - Understanding why coefficient 4025525 was selected
Tag: LADY'S
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
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? |
|---|---|---|---|---|---|
| 4025525 | 1.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 6983759 | 1.000004 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "LADY'S" tag (processing sequence 1875). 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 |
|---|---|---|---|---|---|---|---|
| 4084 | Warrior From Planet 9 Sweatshirt | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | UNISEX / MEN'S | |
| 3960 | Attack Of The Colonial Kind | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | UNISEX / MEN'S | |
| 3966 | Born NDN Raglan | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | UNISEX / MEN'S | |
| 4055 | Sisters Leading The Way 2.0 Raglan | 0 | APPAREL | -4025525 | UNISEX / MEN'S |