Fold 2 - Understanding why coefficient 50561 was selected
Tag: TRAINERS
Selected Coefficient: 50561
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 7
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 | 0.000481 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 19356 | 0.000641 | 1.8.3 | 3.8.1 (3*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Boots | No |
These are the training products that have the "TRAINERS" tag (processing sequence 20). 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 |
|---|---|---|---|---|---|---|---|
| 9529 | JAUNT: WHITE & NEON PINK TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | PINK | |
| 9409 | ROXY SIGNATURE: KHAKI NUBUCK TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | SNEAKER, PLATFORM | |
| 9522 | SADIE: SILVER METALLIC PLATFORM TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | PLATFORM | |
| 9530 | JAUNT: BEIGE & NEON YELLOW TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9540 | RAPTOR: KHAKI STRETCH LYCRA BOOTS | 19356 | Apparel & Accessories > Shoes > Boots | none | -31205 | STRETCH | |
| 9539 | RAPTOR: NEON PINK STRETCH LYCRA BOOTS | 19356 | Apparel & Accessories > Shoes > Boots | none | -31205 | STRETCH | |
| 9406 | RAPTOR: BLACK STRETCH LYCRA BOOTS | 19356 | Apparel & Accessories > Shoes > Boots | none | -31205 | STRETCH |