Fold 0 - Understanding why coefficient 505682 was selected
Tag: DIGITAL PRINTS
Selected Coefficient: 505682
Taxonomy Path: 3.2.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 505682 | 0.000000 | 3.2.2.1 | 1.2.2.3 (493039 + 2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | Yes |
These are the training products that have the "DIGITAL PRINTS" tag (processing sequence 1103). 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 |
|---|---|---|---|---|---|---|---|
| 4071 | THE LIAR’S LANGUAGE | 505682 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | none | 0 | none | |
| 4093 | DEFINITION OF GENOCIDE | 505682 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Autographs | none | 0 | none |