Fold 3 - Understanding why coefficient -2887996 was selected
Tag: PLATFORM
Selected Coefficient: -2887996
Taxonomy Path: -0.64.4.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -2887996 | 2.028169 | -0.64.4.8 | -8.4.64.0 (-(8*71^3 + 4*71^2 + 64*71)) | Yes | |
| 0 | 2.028367 | 0 | 0 (0) | No | |
| 35287 | 2.028367 | 0.0.7 | 7.0.0 (7*71^2) | No | |
| -7248533 | 5.000000 | -1.65.17.20 | -20.17.65.1 (-(20*71^3 + 17*71^2 + 65*71 + 1)) | No | |
| 40897 | 5.000000 | 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 "PLATFORM" tag (processing sequence 145). 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 | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | PEARL, SS23, ROXY |
| 918 | Facts | 35287 | SUEDE | 2923283 | none | ||
| 9523 | SADIE: NAVY SHIMMER METALLIC PLATFORM TRAINERS | 0 | BLUE, TRAINERS | 2887996 | SS23, _BADGE_NEW_IN_ | ||
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | -2887996 | BLACK | 0 | SALE, ROXY | ||
| 9524 | ROXY SIGNATURE: WHITE & NEON PINK TRAINERS | -2887996 | WHITE | 0 | ROXY | ||
| 9426 | ROXY: NAVY VELVET TRAINERS | -7248533 | NAVY, BLUE | -4360537 | ROXY |