Fold 3 - Understanding why coefficient 50561 was selected
Tag: ROXY
Selected Coefficient: 50561
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 5
Unique residual values tried: 2
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 | 2.000000 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ROXY" tag (processing sequence 765). 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 |
|---|---|---|---|---|---|---|---|
| 9409 | ROXY SIGNATURE: KHAKI NUBUCK TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9524 | ROXY SIGNATURE: WHITE & NEON PINK TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9396 | ROXY SIGNATURE: PEARL IRIDESCENT TRAINERS | 0 | SNEAKERS | -50561 | none | ||
| 9532 | ROXY SIGNATURE: WHITE & PASTEL TRAINERS | 0 | SNEAKERS | -50561 | none |