Fold 3 - Understanding why coefficient -11654508 was selected
Tag: ROXY
Selected Coefficient: -11654508
Taxonomy Path: -0.67.39.32
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -11654508 | 2.014085 | -0.67.39.32 | -32.39.67.0 (-(32*71^3 + 39*71^2 + 67*71)) | Yes | |
| 0 | 2.014085 | 0 | 0 (0) | No | |
| -4360537 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| -5203 | 3.000000 | -20.2.1 | -1.2.20 (-(5041 + 2*71 + 20)) | No |
These are the training products that have the "ROXY" tag (processing sequence 2550). 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 |
|---|---|---|---|---|---|---|---|
| 9524 | ROXY SIGNATURE: WHITE & NEON PINK TRAINERS | 0 | WHITE, PLATFORM | 11654508 | none | ||
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | -5203 | BLACK, PLATFORM, SALE | 11649305 | none | ||
| 9426 | ROXY: NAVY VELVET TRAINERS | -4360537 | NAVY, BLUE, PLATFORM | 7293971 | none | ||
| 9396 | ROXY SIGNATURE: PEARL IRIDESCENT TRAINERS | -11654508 | PLATFORM, PEARL, SS23 | 0 | none |