Fold 0 - Understanding why coefficient -2887996 was selected
Tag: ROXY
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 | 2.014283 | -0.64.4.8 | -8.4.64.0 (-(8*71^3 + 4*71^2 + 64*71)) | Yes | |
| -2157051 | 2.014481 | -0.64.1.6 | -6.1.64.0 (-(6*71^3 + 5041 + 64*71)) | No | |
| 0 | 2.042254 | 0 | 0 (0) | No | |
| -5529786 | 5.000000 | -22.68.31.15 | -15.31.68.22 (-(15*71^3 + 31*71^2 + 68*71 + 22)) | No | |
| 2213071 | 5.000000 | 1.1.13.6 | 6.13.1.1 (6*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
These are the training products that have the "ROXY" tag (processing sequence 2549). 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 | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | TRAINERS, SNEAKER | 5101067 | none | |
| 9408 | ROXY SIGNATURE: NAVY NUBUCK TRAINERS | 0 | NAVY, TRAINERS, SNEAKER | 2887996 | none | ||
| 9396 | ROXY SIGNATURE: PEARL IRIDESCENT TRAINERS | -2157051 | PEARL | 730945 | none | ||
| 9524 | ROXY SIGNATURE: WHITE & NEON PINK TRAINERS | -2887996 | WHITE, NEON, MULTI | 0 | none | ||
| 9532 | ROXY SIGNATURE: WHITE & PASTEL TRAINERS | -2887996 | WHITE | 0 | none | ||
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | -5529786 | BLACK, GREY, LEOPARD, SALE | -2641790 | none |