Fold 0 - Understanding why coefficient 50561 was selected
Tag: SNEAKERS
Selected Coefficient: 50561
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 50561 | 0.000000 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
These are the training products that have the "SNEAKERS" tag (processing sequence 163). 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 |
|---|---|---|---|---|---|---|---|
| 5833 | High-top Fortnite Sneakers (7 Variants) | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9396 | ROXY SIGNATURE: PEARL IRIDESCENT TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | ROXY | |
| 9407 | CRU SIGNATURE: OFF WHITE TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9425 | CRU SIGNATURE: NAVY SHIMMER METALLIC TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9522 | SADIE: SILVER METALLIC PLATFORM TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9523 | SADIE: NAVY SHIMMER METALLIC PLATFORM TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9529 | JAUNT: WHITE & NEON PINK TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9530 | JAUNT: BEIGE & NEON YELLOW TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9711 | Fast Sneaker Silver Sequins | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9723 | Fast Sneaker Silver | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 12026 | Men Casual Shoes, Non Slip Suede Stitching Soft Sole | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none |