Fold 4 - Understanding why coefficient -2887996 was selected
Tag: ROXY
Selected Coefficient: -2887996
Taxonomy Path: -0.64.4.8
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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 | 4.000198 | -0.64.4.8 | -8.4.64.0 (-(8*71^3 + 4*71^2 + 64*71)) | Yes | |
| -2157051 | 4.000397 | -0.64.1.6 | -6.1.64.0 (-(6*71^3 + 5041 + 64*71)) | No | |
| -6532711 | 5.014085 | -1.65.17.18 | -18.17.65.1 (-(18*71^3 + 17*71^2 + 65*71 + 1)) | No | |
| -35856 | 5.014085 | -1.8.7 | -7.8.1 (-(7*71^2 + 8*71 + 1)) | No | |
| -5529786 | 6.000000 | -22.68.31.15 | -15.31.68.22 (-(15*71^3 + 31*71^2 + 68*71 + 22)) | No | |
| -2248927 | 6.000000 | -2.9.20.6 | -6.20.9.2 (-(6*71^3 + 20*71^2 + 9*71 + 2)) | No |
These are the training products that have the "ROXY" tag (processing sequence 2544). 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 |
|---|---|---|---|---|---|---|---|
| 9409 | ROXY SIGNATURE: KHAKI NUBUCK TRAINERS | -35856 | TRAINERS, SNEAKER | 2852140 | none | ||
| 9396 | ROXY SIGNATURE: PEARL IRIDESCENT TRAINERS | -2157051 | PEARL | 730945 | none | ||
| 9408 | ROXY SIGNATURE: NAVY NUBUCK TRAINERS | -2248927 | NAVY, TRAINERS, SNEAKER | 639069 | none | ||
| 9532 | ROXY SIGNATURE: WHITE & PASTEL TRAINERS | -2887996 | WHITE | 0 | none | ||
| 9524 | ROXY SIGNATURE: WHITE & NEON PINK TRAINERS | -2887996 | WHITE | 0 | none | ||
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | -5529786 | BLACK, GREY, LEOPARD, SALE | -2641790 | none | ||
| 9426 | ROXY: NAVY VELVET TRAINERS | -6532711 | NAVY, BLUE | -3644715 | none |