Fold 0 - Understanding why coefficient 40897 was selected
Tag: TRAINERS
Selected Coefficient: 40897
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 40897 | 1.000397 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 15692 | 1.000992 | 1.8.3 | 3.8.1 (3*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Boots | No |
| -2172174 | 7.000000 | -0.64.4.6 | -6.4.64.0 (-(6*71^3 + 4*71^2 + 64*71)) | No |
These are the training products that have the "TRAINERS" tag (processing sequence 10). 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 |
|---|---|---|---|---|---|---|---|
| 9530 | JAUNT: BEIGE & NEON YELLOW TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | NEON, YELLOW, BEIGE | |
| 9409 | ROXY SIGNATURE: KHAKI NUBUCK TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | SNEAKER, ROXY | |
| 9522 | SADIE: SILVER METALLIC PLATFORM TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9523 | SADIE: NAVY SHIMMER METALLIC PLATFORM TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9529 | JAUNT: WHITE & NEON PINK TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | WHITE, NEON | |
| 9540 | RAPTOR: KHAKI STRETCH LYCRA BOOTS | 15692 | Apparel & Accessories > Shoes > Boots | none | -25205 | STRETCH | |
| 9539 | RAPTOR: NEON PINK STRETCH LYCRA BOOTS | 15692 | Apparel & Accessories > Shoes > Boots | none | -25205 | STRETCH | |
| 9408 | ROXY SIGNATURE: NAVY NUBUCK TRAINERS | -2172174 | NAVY | -2213071 | SNEAKER, ROXY |