Fold 1 - Understanding why coefficient 1729558 was selected
Tag: FOOTBALL
Selected Coefficient: 1729558
Taxonomy Path: 4.5.2.3
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? |
|---|---|---|---|---|---|
| 1729558 | 1.000000 | 4.5.2.3 | 3.2.5.4 (3*83^3 + 2*83^2 + 5*83 + 4) | Yes | |
| 8071352350 | 1.000000 | 3.2.1.6.4.2 | 2.4.6.1.2.3 (2*83^5 + 4*83^4 + 6*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "FOOTBALL" tag (processing sequence 5008). 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 |
|---|---|---|---|---|---|---|---|
| 12637 | Football Mom Applique SP019 | 8071352350 | none | 8069622792 | none | ||
| 18783 | Football Rattle | 1729558 | none | 0 | BABY, SHOWER GIFT |