Fold 1 - Understanding why coefficient 523254079 was selected
Tag: SMYTHE BLAZER
Selected Coefficient: 523254079
Taxonomy Path: 1.1.10.2.11
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 523254079 | 0.000145 | 1.1.10.2.11 | 11.2.10.1.1 (11*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 89641 | 0.000290 | 1.1.13 | 13.1.1 (13*83^2 + 83 + 1) | No |
These are the training products that have the "SMYTHE BLAZER" tag (processing sequence 3645). 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 |
|---|---|---|---|---|---|---|---|
| 1047 | Rifle-Patch Equestrain Blazer | 523254079 | none | 0 | none | ||
| 1065 | Surplus Blazer | 523254079 | none | 0 | none | ||
| 1033 | One Button Blazer | 89641 | none | -523164438 | none |