Fold 4 - Understanding why coefficient 613289 was selected
Tag: FOURTH OF JULY
Selected Coefficient: 613289
Taxonomy Path: 2.2.6.1
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? |
|---|---|---|---|---|---|
| 613289 | 1.000000 | 2.2.6.1 | 1.6.2.2 (571787 + 6*83^2 + 2*83 + 2) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FOURTH OF JULY" tag (processing sequence 1608). 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 |
|---|---|---|---|---|---|---|---|
| 22160 | We Salute Dog Bandana | 613289 | none | 0 | DOG BANDANA, PATRIOTIC, AMERICA | ||
| 22165 | USA Popsicles Dog Bandana | 613289 | none | 0 | DOG BANDANA, AMERICA | ||
| 17657 | Liberty Floral Dog Bandana | 0 | GIRLY | -613289 | DOG BANDANA, PATRIOTIC, AMERICA |