Fold 0 - Understanding why coefficient -55777 was selected
Tag: SNEAKER
Selected Coefficient: -55777
Taxonomy Path: -1.8.8
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -55777 | 1.000000 | -1.8.8 | -8.8.1 (-(8*83^2 + 8*83 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "SNEAKER" tag (processing sequence 5099). 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 |
|---|---|---|---|---|---|---|---|
| 9916 | House Sneaker Slips | 0 | SLIPPERS | 55777 | none | ||
| 9408 | ROXY SIGNATURE: NAVY NUBUCK TRAINERS | -55777 | ROXY, TRAINERS | 0 | AW22 |