Fold 4 - Understanding why coefficient -3974964 was selected
Tag: SNEAKERS
Selected Coefficient: -3974964
Taxonomy Path: -0.72.4.8
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -3974964 | 3.037975 | -0.72.4.8 | -8.4.72.0 (-(8*79^3 + 4*79^2 + 72*79)) | Yes | |
| 0 | 3.037975 | 0 | 0 (0) | No | |
| 50403 | 7.012658 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 50561 | 7.012658 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| -5997681 | 8.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "SNEAKERS" tag (processing sequence 2720). 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 |
|---|---|---|---|---|---|---|---|
| 9396 | ROXY SIGNATURE: PEARL IRIDESCENT TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | SS23 |
| 9526 | CRU SIGNATURE: SILVER METALLIC TRAINERS | 50403 | Apparel & Accessories > Jewelry > Necklaces | METALLIC | 4025367 | _BADGE_NEW_IN_ | |
| 5833 | High-top Fortnite Sneakers (7 Variants) | 0 | FOR KIDS | 3974964 | none | ||
| 9522 | SADIE: SILVER METALLIC PLATFORM TRAINERS | 0 | TRAINERS | 3974964 | SS23, _BADGE_NEW_IN_ | ||
| 9530 | JAUNT: BEIGE & NEON YELLOW TRAINERS | 0 | TRAINERS | 3974964 | SS23, _BADGE_NEW_IN_ | ||
| 9723 | Fast Sneaker Silver | -3974964 | 2023LAUNCH | 0 | none | ||
| 9532 | ROXY SIGNATURE: WHITE & PASTEL TRAINERS | -3974964 | WHITE | 0 | none | ||
| 9711 | Fast Sneaker Silver Sequins | -3974964 | 2023LAUNCH | 0 | none | ||
| 9523 | SADIE: NAVY SHIMMER METALLIC PLATFORM TRAINERS | -5997681 | TRAINERS, BLUE | -2022717 | SS23, _BADGE_NEW_IN_ |