Fold 1 - Understanding why coefficient 2928893 was selected
Tag: LADY'S
Selected Coefficient: 2928893
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
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? |
|---|---|---|---|---|---|
| 2928893 | 1.000003 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 5076359 | 1.000008 | 1.1.13.14 | 14.13.1.1 (14*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 2908657 | 4.000000 | 0.0.9.8 | 8.9.0.0 (8*71^3 + 9*71^2) | No |
These are the training products that have the "LADY'S" tag (processing sequence 937). 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 | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2147466 | none | |
| 3960 | Attack Of The Colonial Kind | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 3966 | Born NDN Raglan | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 4029 | Matriarchs On Mars * Ladies Shirt | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 4055 | Sisters Leading The Way 2.0 Raglan | 2908657 | APPAREL | -20236 | none |