Fold 4 - Understanding why coefficient 4025525 was selected
Tag: AFRICAN CULTURE
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 5
Unique residual values tried: 1
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 | 0.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
These are the training products that have the "AFRICAN CULTURE" tag (processing sequence 674). 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 |
|---|---|---|---|---|---|---|---|
| 17551 | Black Culture T-Shirt- African Culture T-Shirt- African Map T-shirt- Black History Month- Black Pride Shirt, Black Independence gift | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17552 | Juneteenth is my Independence Day Shirt- African Culture T-Shirt- South Africa T-shirt- Juneteenth Vibes Shirt- Black Pride Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17600 | Culture Juneteenth Shirt- African T-Shirt- South Africa T-shirt- Juneteenth Vibe Shirt- Black Pride Shirt- Black Lives Matter- Black History | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17601 | Juneteenth T-Shirts- African Independence Days- African Culture T-Shirt- South Africa T-shirt- Juneteenth Vibes Shirt- Black Pride Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 17602 | Juneteenth Shirt- African Culture T-Shirt- South Africa T-shirt- Juneteenth Vibe Shirt- Black Pride Shirt- Black Lives Matter- Black History | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none |