Fold 3 - 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: 12
Unique residual values tried: 5
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 | 6.000000 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 0 | 8.012658 | 0 | 0 (0) | No | |
| -3974964 | 8.037975 | -0.72.4.8 | -8.4.72.0 (-(8*79^3 + 4*79^2 + 72*79)) | No | |
| -5997681 | 10.000002 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -4025525 | 10.000002 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "SNEAKERS" tag (processing sequence 2729). 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 |
|---|---|---|---|---|---|---|---|
| 9723 | Fast Sneaker Silver | 50561 | Apparel & Accessories > Shoes > Sneakers | 2023LAUNCH, SHOES | 0 | none | |
| 9407 | CRU SIGNATURE: OFF WHITE TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9711 | Fast Sneaker Silver Sequins | 50561 | Apparel & Accessories > Shoes > Sneakers | 2023LAUNCH, SHOES | 0 | none | |
| 9425 | CRU SIGNATURE: NAVY SHIMMER METALLIC TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 9396 | ROXY SIGNATURE: PEARL IRIDESCENT TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | SS23 | |
| 12026 | Men Casual Shoes, Non Slip Suede Stitching Soft Sole | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 5833 | High-top Fortnite Sneakers (7 Variants) | 0 | FOR KIDS | -50561 | none | ||
| 9522 | SADIE: SILVER METALLIC PLATFORM TRAINERS | 0 | TRAINERS | -50561 | SS23, _BADGE_NEW_IN_ | ||
| 9530 | JAUNT: BEIGE & NEON YELLOW TRAINERS | 0 | TRAINERS | -50561 | SS23, _BADGE_NEW_IN_ | ||
| 9532 | ROXY SIGNATURE: WHITE & PASTEL TRAINERS | -3974964 | PINK | -4025525 | none | ||
| 9529 | JAUNT: WHITE & NEON PINK TRAINERS | -4025525 | TRAINERS, PINK | -4076086 | SS23, _BADGE_NEW_IN_ | ||
| 9523 | SADIE: NAVY SHIMMER METALLIC PLATFORM TRAINERS | -5997681 | TRAINERS, BLUE | -6048242 | SS23, _BADGE_NEW_IN_ |