Fold 2 - Understanding why coefficient -2887996 was selected
Tag: SNEAKERS
Selected Coefficient: -2887996
Taxonomy Path: -0.64.4.8
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -2887996 | 4.056338 | -0.64.4.8 | -8.4.64.0 (-(8*71^3 + 4*71^2 + 64*71)) | Yes | |
| 0 | 4.070423 | 0 | 0 (0) | No | |
| 328020 | 4.084507 | 0.5.65 | 65.5.0 (65*71^2 + 5*71) | No | |
| 2887996 | 4.084507 | 0.64.4.8 | 8.4.64.0 (8*71^3 + 4*71^2 + 64*71) | No | |
| 7248533 | 9.014085 | 1.65.17.20 | 20.17.65.1 (20*71^3 + 17*71^2 + 65*71 + 1) | No | |
| 40897 | 9.014085 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| 4431950 | 10.000000 | 59.12.27.12 | 12.27.12.59 (12*71^3 + 27*71^2 + 12*71 + 59) | No | |
| -7365117 | 10.000000 | -3.3.41.20 | -20.41.3.3 (-(20*71^3 + 41*71^2 + 3*71 + 3)) | No |
These are the training products that have the "SNEAKERS" tag (processing sequence 2114). 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 |
|---|---|---|---|---|---|---|---|
| 9522 | SADIE: SILVER METALLIC PLATFORM TRAINERS | 7248533 | TRAINERS, PLATFORM | 10136529 | SS23, _BADGE_NEW_IN_ | ||
| 9526 | CRU SIGNATURE: SILVER METALLIC TRAINERS | 4431950 | SILVER, METALLIC | 7319946 | _BADGE_NEW_IN_ | ||
| 9523 | SADIE: NAVY SHIMMER METALLIC PLATFORM TRAINERS | 2887996 | TRAINERS, BLUE, PLATFORM | 5775992 | SS23, _BADGE_NEW_IN_ | ||
| 9530 | JAUNT: BEIGE & NEON YELLOW TRAINERS | 328020 | TRAINERS, NEON, YELLOW, BEIGE | 3216016 | SS23, _BADGE_NEW_IN_ | ||
| 9407 | CRU SIGNATURE: OFF WHITE TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 5833 | High-top Fortnite Sneakers (7 Variants) | 0 | FOR KIDS | 2887996 | none | ||
| 9532 | ROXY SIGNATURE: WHITE & PASTEL TRAINERS | 0 | WHITE, PINK, PLATFORM | 2887996 | ROXY | ||
| 9425 | CRU SIGNATURE: NAVY SHIMMER METALLIC TRAINERS | -2887996 | NAVY | 0 | none | ||
| 9723 | Fast Sneaker Silver | -2887996 | 2023LAUNCH | 0 | none | ||
| 9711 | Fast Sneaker Silver Sequins | -2887996 | 2023LAUNCH | 0 | none | ||
| 9529 | JAUNT: WHITE & NEON PINK TRAINERS | -7365117 | TRAINERS, WHITE, PINK, NEON | -4477121 | SS23, _BADGE_NEW_IN_ |