Fold 0 - Understanding why coefficient 3989991783 was selected
Tag: MEN'S HEALTH
Selected Coefficient: 3989991783
Taxonomy Path: 13.1.9.6.1.1
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 3989991783 | 0.000000 | 13.1.9.6.1.1 | 1.1.6.9.1.13 (3939040643 + 47458321 + 6*83^3 + 9*83^2 + 83 + 13) | Yes |
These are the training products that have the "MEN'S HEALTH" tag (processing sequence 2082). 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 |
|---|---|---|---|---|---|---|---|
| 30951 | Vegan BCAA | 3989991783 | none | 0 | none |