Fold 1 - Understanding why coefficient 50561 was selected
Tag: SNEAKER
Selected Coefficient: 50561
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
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? |
|---|---|---|---|---|---|
| 50561 | 1.012658 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 4025525 | 1.012658 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SNEAKER" tag (processing sequence 2730). 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 |
|---|---|---|---|---|---|---|---|
| 9916 | House Sneaker Slips | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | SHOES, SLIPPERS | 3974964 | none | |
| 9534 | CRU: DOTTY PRINT TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9408 | ROXY SIGNATURE: NAVY NUBUCK TRAINERS | 0 | TRAINERS | -50561 | PLATFORM |