Fold 0 - Understanding why coefficient 4025525 was selected
Tag: MEN'S
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 3
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 |
| 4518564 | 1.000002 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "MEN'S" tag (processing sequence 2031). 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 |
|---|---|---|---|---|---|---|---|
| 10863 | 2022 Bike Week Daytona Beach Bright Skull Muscle Shirt | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 493039 | none | |
| 10539 | GrandPrix Originals USA Porsche RS Multicar Unisex T-Shirt - Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 3184 | Woohoo! Natural Deodorant - Tux (NEW Extra Strength!) | 0 | DEODORANT | -4025525 | none |