Fold 1 - Understanding why coefficient -2887996 was selected
Tag: SNEAKERS
Selected Coefficient: -2887996
Taxonomy Path: -0.64.4.8
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 0 | 3.042452 | 0 | 0 (0) | No | |
| -2887996 | 3.042452 | -0.64.4.8 | -8.4.64.0 (-(8*71^3 + 4*71^2 + 64*71)) | Yes | |
| -2157051 | 3.042650 | -0.64.1.6 | -6.1.64.0 (-(6*71^3 + 5041 + 64*71)) | No | |
| -15123 | 3.042650 | -0.0.3 | -3.0.0 (-(3*71^2)) | No | |
| -2570982 | 7.014085 | -1.1.13.7 | -7.13.1.1 (-(7*71^3 + 13*71^2 + 71 + 1)) | No | |
| -13142030 | 7.014085 | -1.2.51.36 | -36.51.2.1 (-(36*71^3 + 51*71^2 + 2*71 + 1)) | No | |
| 40897 | 8.000000 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
These are the training products that have the "SNEAKERS" tag (processing sequence 2124). 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 |
|---|---|---|---|---|---|---|---|
| 9407 | CRU SIGNATURE: OFF WHITE TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 9522 | SADIE: SILVER METALLIC PLATFORM TRAINERS | 0 | TRAINERS | 2887996 | _BADGE_NEW_IN_ | ||
| 9723 | Fast Sneaker Silver | 0 | 2023LAUNCH, BASEBALL | 2887996 | none | ||
| 9526 | CRU SIGNATURE: SILVER METALLIC TRAINERS | -15123 | SILVER, METALLIC | 2872873 | _BADGE_NEW_IN_ | ||
| 9396 | ROXY SIGNATURE: PEARL IRIDESCENT TRAINERS | -2157051 | PEARL | 730945 | none | ||
| 9530 | JAUNT: BEIGE & NEON YELLOW TRAINERS | -2570982 | TRAINERS, YELLOW, NEON, BEIGE | 317014 | _BADGE_NEW_IN_ | ||
| 9532 | ROXY SIGNATURE: WHITE & PASTEL TRAINERS | -2887996 | WHITE | 0 | none | ||
| 9425 | CRU SIGNATURE: NAVY SHIMMER METALLIC TRAINERS | -2887996 | NAVY | 0 | none | ||
| 9529 | JAUNT: WHITE & NEON PINK TRAINERS | -13142030 | TRAINERS, WHITE, NEON | -10254034 | _BADGE_NEW_IN_ |